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c67b82c
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Parent(s):
caffe4c
Delete answers.json
Browse files- answers.json +0 -1764
answers.json
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{
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"text": "blended mode - physical and online",
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"text": "Artificial Intelligence major unit",
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"question": "What is Dr Joel's email?",
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"text": "[email protected]",
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"text": "on the Tuesday of the week at 9:00 am",
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"question": "How to contact Dr Joel?",
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"document_id": 606077,
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"question_id": 346582,
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"text": "through his email which is [email protected]",
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"question": "When is the credit task due?",
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{
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"document_id": 606077,
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"question_id": 346610,
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"text": "6 May",
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"question": "What kind of unit is COS30081?",
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"document_id": 606077,
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"question_id": 346568,
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"text": "portfolio unit",
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"question": "Are the classes recorded?",
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"text": "All sessions or classes will be recorded.",
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{
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"question": "When are the pass tasks due?",
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"answers": [
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{
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"answer_id": 377735,
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"document_id": 606077,
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"question_id": 346604,
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"text": "due two weeks after its release",
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"question": "What is the unit code of Fundamentals of Natural Language Processing?",
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"text": "COS30081",
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"question": "Who is the tutor for COS30081?",
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"text": "Dr Joel Than Chia Ming",
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{
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"question": "When is the D & HD task due?",
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"id": 346611,
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"answers": [
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"document_id": 606077,
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"question_id": 346611,
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"text": "3 June",
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{
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"question": "What is the aim of COS30081?",
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"answers": [
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{
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"answer_id": 377657,
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"document_id": 606077,
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"question_id": 346570,
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"text": "to introduce students to the essential natural language processing (NLP) tasks and techniques",
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{
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"question": "What is the minimum requirement to pass the unit?",
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"id": 346612,
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"answers": [
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{
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"document_id": 606077,
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"question_id": 346612,
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"text": "submit a passable portfolio, which means all pass tasks must be submitted and marked as complete",
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"question": "What is the learning and teaching structure like for COS30081?",
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"answers": [
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{
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"answer_id": 377659,
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"document_id": 606077,
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"question_id": 346584,
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"text": "consist of two parts which are lectures and tutorials of 24 hours of total contact hours each with two hours each of contact per week",
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"question": "What Swinburne Graduate Attributes will be developed in students for COS30081?",
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"id": 346574,
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"answers": [
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"document_id": 606077,
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"question_id": 346574,
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"text": "communication skills, teamwork skills, and digital literacies",
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"question": "How many Swinburne Graduate Attributes will be developed in COS30081?",
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"text": "3",
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{
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"question": "What is the content of COS30081?\n",
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"text": "basic string analysis techniques, text wrangling, web scrapping and pre-processing, feature extraction, text classifiers information retreival evaluation, visualisation and advanced NLP technique, which may include only one of the following topics: topic modelling, text summarization, vector representation, deep learning, or sentiment analysis",
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"text": "Dr Joel Than Chia Ming",
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"question_id": 346579,
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"text": "Dr Joel Than Chia Ming",
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{
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"document_id": 606077,
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"question_id": 346585,
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"text": "two hours",
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{
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"question": "What is the week by week schedule of COS30081?",
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{
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"text": "Week 1 (28 Feb) - Introduction to NLP & Linguistics - Tutorial 1: Getting Started with Python\nWeek 2 (7 Mar) - Word Tokenization: Dot product, Token improvement, Vocabulary - Tutorial 2: Word Tokenization and Pass Task #1\nWeek 3 (14 Mar) - TF-IDF vectors: Bag of words, Vectorization, Topic modelling - Tutorial 3: TF-IDF and Pass Task #2\nWeek 4 (21 Mar) - Semantic Analysis: LSA - Tutorial 4: Semantic Analysis and Pass Task #3\nWeek 5 (28 Mar) - Introduction to Deep Learning for NLP: Neural network, Word Vectors - Tutorial 5: Deep Learning Introduction and Pass Task #4\nWeek 6 (4 Apr) - CNN basics and usage for NLP - Tutorial 6: Neural Networks & CNN and Pass Task #5\nWeek 7 (18 Apr) - RNN & LSTM basics - Tutorial 7: RNN & LSTM and Pass Task #6\nWeek 8 (25 Apr) - Transformer basics 1 - Tutorial 8: Transformer 1 and Pass Task #7\nWeek 9 (2 May) - Transformer basics 2 - Tutorial 9: Transformer 2 and Pass Task #8\nWeek 10 (9 May) - Performance Evaluation & Scaling up - Tutorial 10: Submission of Tutorial 10 and Pass Task #9\nWeek 11 (16 May) - Showcase of Real-World Problems - Tutorial 11: Discussion of Assignment 2 and Pass Task #10\nWeek 12 (23 May) - Conclusion and Wrap Up - Tutorial 12: Discussion of Assignment 2",
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{
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"question": "What is the schedule for Week 1 in COS30081?",
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"answers": [
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{
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"answer_id": 377672,
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"document_id": 606077,
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"text": "Week 1 (28 Feb) - Introduction to NLP & Linguistics - Tutorial 1: Getting Started with Python",
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{
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"question": "What is the schedule for Week 2 in COS30081?",
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"id": 346588,
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"answers": [
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{
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"answer_id": 377673,
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"document_id": 606077,
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"question_id": 346588,
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"text": "Week 2 (7 Mar) - Word Tokenization: Dot product, Token improvement, Vocabulary - Tutorial 2: Word Tokenization and Pass Task #1",
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{
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"question": "What is the schedule for Week 3 in COS30081?",
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"id": 346589,
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"answers": [
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{
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"answer_id": 377674,
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"document_id": 606077,
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"question_id": 346589,
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"text": "Week 3 (14 Mar) - TF-IDF vectors: Bag of words, Vectorization, Topic modelling - Tutorial 3: TF-IDF and Pass Task #2",
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{
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"question": "What is the schedule for Week 4 in COS30081?",
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"id": 346590,
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{
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421 |
-
"text": "Week 4 (21 Mar) - Semantic Analysis: LSA - Tutorial 4: Semantic Analysis and Pass Task #3",
|
422 |
-
"answer_start": 2481,
|
423 |
-
"answer_end": 2570,
|
424 |
-
"answer_category": null
|
425 |
-
}
|
426 |
-
],
|
427 |
-
"is_impossible": false
|
428 |
-
},
|
429 |
-
{
|
430 |
-
"question": "What is the schedule for Week 5 in COS30081?",
|
431 |
-
"id": 346591,
|
432 |
-
"answers": [
|
433 |
-
{
|
434 |
-
"answer_id": 377676,
|
435 |
-
"document_id": 606077,
|
436 |
-
"question_id": 346591,
|
437 |
-
"text": "Week 5 (28 Mar) - Introduction to Deep Learning for NLP: Neural network, Word Vectors - Tutorial 5: Deep Learning Introduction and Pass Task #4",
|
438 |
-
"answer_start": 2571,
|
439 |
-
"answer_end": 2714,
|
440 |
-
"answer_category": null
|
441 |
-
}
|
442 |
-
],
|
443 |
-
"is_impossible": false
|
444 |
-
},
|
445 |
-
{
|
446 |
-
"question": "What is the schedule for Week 6 in COS30081?",
|
447 |
-
"id": 346592,
|
448 |
-
"answers": [
|
449 |
-
{
|
450 |
-
"answer_id": 377677,
|
451 |
-
"document_id": 606077,
|
452 |
-
"question_id": 346592,
|
453 |
-
"text": "Week 6 (4 Apr) - CNN basics and usage for NLP - Tutorial 6: Neural Networks & CNN and Pass Task #5",
|
454 |
-
"answer_start": 2715,
|
455 |
-
"answer_end": 2813,
|
456 |
-
"answer_category": null
|
457 |
-
}
|
458 |
-
],
|
459 |
-
"is_impossible": false
|
460 |
-
},
|
461 |
-
{
|
462 |
-
"question": "What is the schedule for Week 7 in COS30081?",
|
463 |
-
"id": 346593,
|
464 |
-
"answers": [
|
465 |
-
{
|
466 |
-
"answer_id": 377678,
|
467 |
-
"document_id": 606077,
|
468 |
-
"question_id": 346593,
|
469 |
-
"text": "Week 7 (18 Apr) - RNN & LSTM basics - Tutorial 7: RNN & LSTM and Pass Task #6",
|
470 |
-
"answer_start": 2814,
|
471 |
-
"answer_end": 2891,
|
472 |
-
"answer_category": null
|
473 |
-
}
|
474 |
-
],
|
475 |
-
"is_impossible": false
|
476 |
-
},
|
477 |
-
{
|
478 |
-
"question": "What is the schedule for Week 8 in COS30081?",
|
479 |
-
"id": 346594,
|
480 |
-
"answers": [
|
481 |
-
{
|
482 |
-
"answer_id": 377680,
|
483 |
-
"document_id": 606077,
|
484 |
-
"question_id": 346594,
|
485 |
-
"text": "Week 8 (25 Apr) - Transformer basics 1 - Tutorial 8: Transformer 1 and Pass Task #7",
|
486 |
-
"answer_start": 2892,
|
487 |
-
"answer_end": 2975,
|
488 |
-
"answer_category": null
|
489 |
-
}
|
490 |
-
],
|
491 |
-
"is_impossible": false
|
492 |
-
},
|
493 |
-
{
|
494 |
-
"question": "What is the schedule for Week 9 in COS30081?",
|
495 |
-
"id": 346595,
|
496 |
-
"answers": [
|
497 |
-
{
|
498 |
-
"answer_id": 377682,
|
499 |
-
"document_id": 606077,
|
500 |
-
"question_id": 346595,
|
501 |
-
"text": "Week 9 (2 May) - Transformer basics 2 - Tutorial 9: Transformer 2 and Pass Task #8",
|
502 |
-
"answer_start": 2976,
|
503 |
-
"answer_end": 3058,
|
504 |
-
"answer_category": null
|
505 |
-
}
|
506 |
-
],
|
507 |
-
"is_impossible": false
|
508 |
-
},
|
509 |
-
{
|
510 |
-
"question": "What is the schedule for Week 10 in COS30081?",
|
511 |
-
"id": 346596,
|
512 |
-
"answers": [
|
513 |
-
{
|
514 |
-
"answer_id": 377669,
|
515 |
-
"document_id": 606077,
|
516 |
-
"question_id": 346596,
|
517 |
-
"text": "Week 10 (9 May) - Performance Evaluation & Scaling up - Tutorial 10: Submission of Tutorial 10 and Pass Task #9",
|
518 |
-
"answer_start": 3059,
|
519 |
-
"answer_end": 3170,
|
520 |
-
"answer_category": null
|
521 |
-
}
|
522 |
-
],
|
523 |
-
"is_impossible": false
|
524 |
-
},
|
525 |
-
{
|
526 |
-
"question": "What is the schedule for Week 11 in COS30081?",
|
527 |
-
"id": 346597,
|
528 |
-
"answers": [
|
529 |
-
{
|
530 |
-
"answer_id": 377670,
|
531 |
-
"document_id": 606077,
|
532 |
-
"question_id": 346597,
|
533 |
-
"text": "Week 11 (16 May) - Showcase of Real-World Problems - Tutorial 11: Discussion of Assignment 2 and Pass Task #10",
|
534 |
-
"answer_start": 3171,
|
535 |
-
"answer_end": 3281,
|
536 |
-
"answer_category": null
|
537 |
-
}
|
538 |
-
],
|
539 |
-
"is_impossible": false
|
540 |
-
},
|
541 |
-
{
|
542 |
-
"question": "What is the schedule for Week 12 in COS30081?",
|
543 |
-
"id": 346598,
|
544 |
-
"answers": [
|
545 |
-
{
|
546 |
-
"answer_id": 377671,
|
547 |
-
"document_id": 606077,
|
548 |
-
"question_id": 346598,
|
549 |
-
"text": "Week 12 (23 May) - Conclusion and Wrap Up - Tutorial 12: Discussion of Assignment 2",
|
550 |
-
"answer_start": 3282,
|
551 |
-
"answer_end": 3365,
|
552 |
-
"answer_category": null
|
553 |
-
}
|
554 |
-
],
|
555 |
-
"is_impossible": false
|
556 |
-
},
|
557 |
-
{
|
558 |
-
"question": "What are the assessments in COS30081?",
|
559 |
-
"id": 346599,
|
560 |
-
"answers": [
|
561 |
-
{
|
562 |
-
"answer_id": 377641,
|
563 |
-
"document_id": 606077,
|
564 |
-
"question_id": 346599,
|
565 |
-
"text": "Portfolio (for Pass and Credit) - Individual - 100% Weighting\nPortfolio and Interview (for Distinction and High Distinction) - Individual - 100% Weighting",
|
566 |
-
"answer_start": 3412,
|
567 |
-
"answer_end": 3566,
|
568 |
-
"answer_category": null
|
569 |
-
}
|
570 |
-
],
|
571 |
-
"is_impossible": false
|
572 |
-
},
|
573 |
-
{
|
574 |
-
"question": "What is the weighting of pass and credit portfolio?",
|
575 |
-
"id": 346600,
|
576 |
-
"answers": [
|
577 |
-
{
|
578 |
-
"answer_id": 377721,
|
579 |
-
"document_id": 606077,
|
580 |
-
"question_id": 346600,
|
581 |
-
"text": "100% Weighting",
|
582 |
-
"answer_start": 3459,
|
583 |
-
"answer_end": 3473,
|
584 |
-
"answer_category": null
|
585 |
-
}
|
586 |
-
],
|
587 |
-
"is_impossible": false
|
588 |
-
},
|
589 |
-
{
|
590 |
-
"question": "What is the weighting of distinction and high distinction portfolio?",
|
591 |
-
"id": 346601,
|
592 |
-
"answers": [
|
593 |
-
{
|
594 |
-
"answer_id": 377720,
|
595 |
-
"document_id": 606077,
|
596 |
-
"question_id": 346601,
|
597 |
-
"text": "100% Weighting",
|
598 |
-
"answer_start": 3552,
|
599 |
-
"answer_end": 3566,
|
600 |
-
"answer_category": null
|
601 |
-
}
|
602 |
-
],
|
603 |
-
"is_impossible": false
|
604 |
-
},
|
605 |
-
{
|
606 |
-
"question": "How to achieve Distinction grade?",
|
607 |
-
"id": 346602,
|
608 |
-
"answers": [
|
609 |
-
{
|
610 |
-
"answer_id": 377629,
|
611 |
-
"document_id": 606077,
|
612 |
-
"question_id": 346602,
|
613 |
-
"text": "all pass tasks, credit task and the D & HD task must be submitted and obtain at least 70 marks for it",
|
614 |
-
"answer_start": 4208,
|
615 |
-
"answer_end": 4309,
|
616 |
-
"answer_category": null
|
617 |
-
}
|
618 |
-
],
|
619 |
-
"is_impossible": false
|
620 |
-
},
|
621 |
-
{
|
622 |
-
"question": "How many pass tasks are there in COS30081?",
|
623 |
-
"id": 346603,
|
624 |
-
"answers": [
|
625 |
-
{
|
626 |
-
"answer_id": 377602,
|
627 |
-
"document_id": 606077,
|
628 |
-
"question_id": 346603,
|
629 |
-
"text": "10",
|
630 |
-
"answer_start": 3593,
|
631 |
-
"answer_end": 3595,
|
632 |
-
"answer_category": null
|
633 |
-
}
|
634 |
-
],
|
635 |
-
"is_impossible": false
|
636 |
-
},
|
637 |
-
{
|
638 |
-
"question": "When are the pass tasks released?",
|
639 |
-
"id": 346605,
|
640 |
-
"answers": [
|
641 |
-
{
|
642 |
-
"answer_id": 377739,
|
643 |
-
"document_id": 606077,
|
644 |
-
"question_id": 346605,
|
645 |
-
"text": "released at the start of each week",
|
646 |
-
"answer_start": 3626,
|
647 |
-
"answer_end": 3660,
|
648 |
-
"answer_category": null
|
649 |
-
}
|
650 |
-
],
|
651 |
-
"is_impossible": false
|
652 |
-
},
|
653 |
-
{
|
654 |
-
"question": "How many credit tasks are there?",
|
655 |
-
"id": 346606,
|
656 |
-
"answers": [
|
657 |
-
{
|
658 |
-
"answer_id": 377604,
|
659 |
-
"document_id": 606077,
|
660 |
-
"question_id": 346606,
|
661 |
-
"text": "one",
|
662 |
-
"answer_start": 3715,
|
663 |
-
"answer_end": 3718,
|
664 |
-
"answer_category": null
|
665 |
-
}
|
666 |
-
],
|
667 |
-
"is_impossible": false
|
668 |
-
},
|
669 |
-
{
|
670 |
-
"question": "How many distinction tasks are there?",
|
671 |
-
"id": 346607,
|
672 |
-
"answers": [
|
673 |
-
{
|
674 |
-
"answer_id": 377605,
|
675 |
-
"document_id": 606077,
|
676 |
-
"question_id": 346607,
|
677 |
-
"text": "one",
|
678 |
-
"answer_start": 3803,
|
679 |
-
"answer_end": 3806,
|
680 |
-
"answer_category": null
|
681 |
-
}
|
682 |
-
],
|
683 |
-
"is_impossible": false
|
684 |
-
},
|
685 |
-
{
|
686 |
-
"question": "When is the credit task released?",
|
687 |
-
"id": 346608,
|
688 |
-
"answers": [
|
689 |
-
{
|
690 |
-
"answer_id": 377747,
|
691 |
-
"document_id": 606077,
|
692 |
-
"question_id": 346608,
|
693 |
-
"text": "8 April",
|
694 |
-
"answer_start": 3763,
|
695 |
-
"answer_end": 3770,
|
696 |
-
"answer_category": null
|
697 |
-
}
|
698 |
-
],
|
699 |
-
"is_impossible": false
|
700 |
-
},
|
701 |
-
{
|
702 |
-
"question": "When is the D & HD task released?",
|
703 |
-
"id": 346609,
|
704 |
-
"answers": [
|
705 |
-
{
|
706 |
-
"answer_id": 377751,
|
707 |
-
"document_id": 606077,
|
708 |
-
"question_id": 346609,
|
709 |
-
"text": "9 May",
|
710 |
-
"answer_start": 3903,
|
711 |
-
"answer_end": 3908,
|
712 |
-
"answer_category": null
|
713 |
-
}
|
714 |
-
],
|
715 |
-
"is_impossible": false
|
716 |
-
},
|
717 |
-
{
|
718 |
-
"question": "How to achieve high distinction grade?",
|
719 |
-
"id": 346614,
|
720 |
-
"answers": [
|
721 |
-
{
|
722 |
-
"answer_id": 377632,
|
723 |
-
"document_id": 606077,
|
724 |
-
"question_id": 346614,
|
725 |
-
"text": "all pass tasks, credit task and the D & HD task must be submitted and obtain at least 80 marks for it",
|
726 |
-
"answer_start": 4345,
|
727 |
-
"answer_end": 4446,
|
728 |
-
"answer_category": null
|
729 |
-
}
|
730 |
-
],
|
731 |
-
"is_impossible": false
|
732 |
-
},
|
733 |
-
{
|
734 |
-
"question": "Are there any penalty for late submission?",
|
735 |
-
"id": 346615,
|
736 |
-
"answers": [
|
737 |
-
{
|
738 |
-
"answer_id": 377554,
|
739 |
-
"document_id": 606077,
|
740 |
-
"question_id": 346615,
|
741 |
-
"text": "Unless an extension has been approved, late submissions will result in a penalty.",
|
742 |
-
"answer_start": 4449,
|
743 |
-
"answer_end": 4530,
|
744 |
-
"answer_category": null
|
745 |
-
}
|
746 |
-
],
|
747 |
-
"is_impossible": false
|
748 |
-
},
|
749 |
-
{
|
750 |
-
"question": "What is the penalty for late submission?",
|
751 |
-
"id": 346616,
|
752 |
-
"answers": [
|
753 |
-
{
|
754 |
-
"answer_id": 377666,
|
755 |
-
"document_id": 606077,
|
756 |
-
"question_id": 346616,
|
757 |
-
"text": "10% of your mark for each working day the task is late, up to a maximum of 5 days",
|
758 |
-
"answer_start": 4553,
|
759 |
-
"answer_end": 4634,
|
760 |
-
"answer_category": null
|
761 |
-
}
|
762 |
-
],
|
763 |
-
"is_impossible": false
|
764 |
-
},
|
765 |
-
{
|
766 |
-
"question": "How many marks will be penalised for each working day of late submission?",
|
767 |
-
"id": 346617,
|
768 |
-
"answers": [
|
769 |
-
{
|
770 |
-
"answer_id": 377600,
|
771 |
-
"document_id": 606077,
|
772 |
-
"question_id": 346617,
|
773 |
-
"text": "10%",
|
774 |
-
"answer_start": 4553,
|
775 |
-
"answer_end": 4556,
|
776 |
-
"answer_category": null
|
777 |
-
}
|
778 |
-
],
|
779 |
-
"is_impossible": false
|
780 |
-
},
|
781 |
-
{
|
782 |
-
"question": "What is the mark after 5 working days of late submission?",
|
783 |
-
"id": 346618,
|
784 |
-
"answers": [
|
785 |
-
{
|
786 |
-
"answer_id": 377660,
|
787 |
-
"document_id": 606077,
|
788 |
-
"question_id": 346618,
|
789 |
-
"text": "zero",
|
790 |
-
"answer_start": 4660,
|
791 |
-
"answer_end": 4664,
|
792 |
-
"answer_category": null
|
793 |
-
}
|
794 |
-
],
|
795 |
-
"is_impossible": false
|
796 |
-
},
|
797 |
-
{
|
798 |
-
"question": "How many tutorial sessions are there in a week?",
|
799 |
-
"id": 346619,
|
800 |
-
"answers": [
|
801 |
-
{
|
802 |
-
"answer_id": 377614,
|
803 |
-
"document_id": 606077,
|
804 |
-
"question_id": 346619,
|
805 |
-
"text": "two",
|
806 |
-
"answer_start": 4704,
|
807 |
-
"answer_end": 4707,
|
808 |
-
"answer_category": null
|
809 |
-
}
|
810 |
-
],
|
811 |
-
"is_impossible": false
|
812 |
-
},
|
813 |
-
{
|
814 |
-
"question": "When is the hybrid tutorial class?",
|
815 |
-
"id": 346621,
|
816 |
-
"answers": [
|
817 |
-
{
|
818 |
-
"answer_id": 377755,
|
819 |
-
"document_id": 606077,
|
820 |
-
"question_id": 346621,
|
821 |
-
"text": "on the Monday of the week at 9:00 am.",
|
822 |
-
"answer_start": 4816,
|
823 |
-
"answer_end": 4853,
|
824 |
-
"answer_category": null
|
825 |
-
}
|
826 |
-
],
|
827 |
-
"is_impossible": false
|
828 |
-
},
|
829 |
-
{
|
830 |
-
"question": "How many lecture session are there in a week?",
|
831 |
-
"id": 346622,
|
832 |
-
"answers": [
|
833 |
-
{
|
834 |
-
"answer_id": 377598,
|
835 |
-
"document_id": 606077,
|
836 |
-
"question_id": 346622,
|
837 |
-
"text": "one lecture session",
|
838 |
-
"answer_start": 4940,
|
839 |
-
"answer_end": 4959,
|
840 |
-
"answer_category": null
|
841 |
-
}
|
842 |
-
],
|
843 |
-
"is_impossible": false
|
844 |
-
},
|
845 |
-
{
|
846 |
-
"question": "When is the online tutorial session?",
|
847 |
-
"id": 346623,
|
848 |
-
"answers": [
|
849 |
-
{
|
850 |
-
"answer_id": 377759,
|
851 |
-
"document_id": 606077,
|
852 |
-
"question_id": 346623,
|
853 |
-
"text": "on the Thursday of the week at 11:00 am",
|
854 |
-
"answer_start": 4885,
|
855 |
-
"answer_end": 4924,
|
856 |
-
"answer_category": null
|
857 |
-
}
|
858 |
-
],
|
859 |
-
"is_impossible": false
|
860 |
-
},
|
861 |
-
{
|
862 |
-
"question": "How to access the materials of COS30081?",
|
863 |
-
"id": 346625,
|
864 |
-
"answers": [
|
865 |
-
{
|
866 |
-
"answer_id": 377624,
|
867 |
-
"document_id": 606077,
|
868 |
-
"question_id": 346625,
|
869 |
-
"text": "Canvas",
|
870 |
-
"answer_start": 5140,
|
871 |
-
"answer_end": 5146,
|
872 |
-
"answer_category": null
|
873 |
-
}
|
874 |
-
],
|
875 |
-
"is_impossible": false
|
876 |
-
},
|
877 |
-
{
|
878 |
-
"question": "Where to access the lecture material?",
|
879 |
-
"id": 346627,
|
880 |
-
"answers": [
|
881 |
-
{
|
882 |
-
"answer_id": 377777,
|
883 |
-
"document_id": 606077,
|
884 |
-
"question_id": 346627,
|
885 |
-
"text": "Canvas",
|
886 |
-
"answer_start": 5140,
|
887 |
-
"answer_end": 5146,
|
888 |
-
"answer_category": null
|
889 |
-
}
|
890 |
-
],
|
891 |
-
"is_impossible": false
|
892 |
-
},
|
893 |
-
{
|
894 |
-
"question": "Where to access the tutorial material?",
|
895 |
-
"id": 346628,
|
896 |
-
"answers": [
|
897 |
-
{
|
898 |
-
"answer_id": 377779,
|
899 |
-
"document_id": 606077,
|
900 |
-
"question_id": 346628,
|
901 |
-
"text": "Canvas",
|
902 |
-
"answer_start": 5140,
|
903 |
-
"answer_end": 5146,
|
904 |
-
"answer_category": null
|
905 |
-
}
|
906 |
-
],
|
907 |
-
"is_impossible": false
|
908 |
-
},
|
909 |
-
{
|
910 |
-
"question": "Where to access the recordings for the sessions?",
|
911 |
-
"id": 346629,
|
912 |
-
"answers": [
|
913 |
-
{
|
914 |
-
"answer_id": 377778,
|
915 |
-
"document_id": 606077,
|
916 |
-
"question_id": 346629,
|
917 |
-
"text": "Canvas",
|
918 |
-
"answer_start": 5140,
|
919 |
-
"answer_end": 5146,
|
920 |
-
"answer_category": null
|
921 |
-
}
|
922 |
-
],
|
923 |
-
"is_impossible": false
|
924 |
-
},
|
925 |
-
{
|
926 |
-
"question": "What is the minimum mark to achieve in D & HD task to get D grade?",
|
927 |
-
"id": 346632,
|
928 |
-
"answers": [
|
929 |
-
{
|
930 |
-
"answer_id": 377662,
|
931 |
-
"document_id": 606077,
|
932 |
-
"question_id": 346632,
|
933 |
-
"text": "70 marks",
|
934 |
-
"answer_start": 4294,
|
935 |
-
"answer_end": 4302,
|
936 |
-
"answer_category": null
|
937 |
-
}
|
938 |
-
],
|
939 |
-
"is_impossible": false
|
940 |
-
},
|
941 |
-
{
|
942 |
-
"question": "What is the minimum mark to achieve in D & HD task to get HD grade?",
|
943 |
-
"id": 346633,
|
944 |
-
"answers": [
|
945 |
-
{
|
946 |
-
"answer_id": 377663,
|
947 |
-
"document_id": 606077,
|
948 |
-
"question_id": 346633,
|
949 |
-
"text": "80 marks",
|
950 |
-
"answer_start": 4431,
|
951 |
-
"answer_end": 4439,
|
952 |
-
"answer_category": null
|
953 |
-
}
|
954 |
-
],
|
955 |
-
"is_impossible": false
|
956 |
-
},
|
957 |
-
{
|
958 |
-
"question": "What time is the hybrid tutorial session starting?",
|
959 |
-
"id": 346634,
|
960 |
-
"answers": [
|
961 |
-
{
|
962 |
-
"answer_id": 377727,
|
963 |
-
"document_id": 606077,
|
964 |
-
"question_id": 346634,
|
965 |
-
"text": "9:00 am",
|
966 |
-
"answer_start": 4845,
|
967 |
-
"answer_end": 4852,
|
968 |
-
"answer_category": null
|
969 |
-
}
|
970 |
-
],
|
971 |
-
"is_impossible": false
|
972 |
-
},
|
973 |
-
{
|
974 |
-
"question": "What time is the online tutorial session starting?",
|
975 |
-
"id": 346635,
|
976 |
-
"answers": [
|
977 |
-
{
|
978 |
-
"answer_id": 377730,
|
979 |
-
"document_id": 606077,
|
980 |
-
"question_id": 346635,
|
981 |
-
"text": "11:00 am",
|
982 |
-
"answer_start": 4916,
|
983 |
-
"answer_end": 4924,
|
984 |
-
"answer_category": null
|
985 |
-
}
|
986 |
-
],
|
987 |
-
"is_impossible": false
|
988 |
-
},
|
989 |
-
{
|
990 |
-
"question": "What time is the lecture session starting?",
|
991 |
-
"id": 346636,
|
992 |
-
"answers": [
|
993 |
-
{
|
994 |
-
"answer_id": 377728,
|
995 |
-
"document_id": 606077,
|
996 |
-
"question_id": 346636,
|
997 |
-
"text": "9:00 am",
|
998 |
-
"answer_start": 4990,
|
999 |
-
"answer_end": 4997,
|
1000 |
-
"answer_category": null
|
1001 |
-
}
|
1002 |
-
],
|
1003 |
-
"is_impossible": false
|
1004 |
-
},
|
1005 |
-
{
|
1006 |
-
"question": "What is the maximum days to submit late?",
|
1007 |
-
"id": 346637,
|
1008 |
-
"answers": [
|
1009 |
-
{
|
1010 |
-
"answer_id": 377661,
|
1011 |
-
"document_id": 606077,
|
1012 |
-
"question_id": 346637,
|
1013 |
-
"text": "maximum of 5 days",
|
1014 |
-
"answer_start": 4617,
|
1015 |
-
"answer_end": 4634,
|
1016 |
-
"answer_category": null
|
1017 |
-
}
|
1018 |
-
],
|
1019 |
-
"is_impossible": false
|
1020 |
-
},
|
1021 |
-
{
|
1022 |
-
"question": "When Week 2 starts for COS3001 in semester 1, 2022?",
|
1023 |
-
"id": 346639,
|
1024 |
-
"answers": [
|
1025 |
-
{
|
1026 |
-
"answer_id": 377765,
|
1027 |
-
"document_id": 606077,
|
1028 |
-
"question_id": 346639,
|
1029 |
-
"text": "7 Mar",
|
1030 |
-
"answer_start": 2244,
|
1031 |
-
"answer_end": 2249,
|
1032 |
-
"answer_category": null
|
1033 |
-
}
|
1034 |
-
],
|
1035 |
-
"is_impossible": false
|
1036 |
-
},
|
1037 |
-
{
|
1038 |
-
"question": "When Week 1 starts for COS3001 in semester 1, 2022?",
|
1039 |
-
"id": 346638,
|
1040 |
-
"answers": [
|
1041 |
-
{
|
1042 |
-
"answer_id": 377764,
|
1043 |
-
"document_id": 606077,
|
1044 |
-
"question_id": 346638,
|
1045 |
-
"text": "28 Feb",
|
1046 |
-
"answer_start": 2150,
|
1047 |
-
"answer_end": 2156,
|
1048 |
-
"answer_category": null
|
1049 |
-
}
|
1050 |
-
],
|
1051 |
-
"is_impossible": false
|
1052 |
-
},
|
1053 |
-
{
|
1054 |
-
"question": "When Week 3 starts for COS3001 in semester 1, 2022?",
|
1055 |
-
"id": 346640,
|
1056 |
-
"answers": [
|
1057 |
-
{
|
1058 |
-
"answer_id": 377767,
|
1059 |
-
"document_id": 606077,
|
1060 |
-
"question_id": 346640,
|
1061 |
-
"text": "14 Mar",
|
1062 |
-
"answer_start": 2372,
|
1063 |
-
"answer_end": 2378,
|
1064 |
-
"answer_category": null
|
1065 |
-
}
|
1066 |
-
],
|
1067 |
-
"is_impossible": false
|
1068 |
-
},
|
1069 |
-
{
|
1070 |
-
"question": "When Week 4 starts for COS3001 in semester 1, 2022?",
|
1071 |
-
"id": 346641,
|
1072 |
-
"answers": [
|
1073 |
-
{
|
1074 |
-
"answer_id": 377769,
|
1075 |
-
"document_id": 606077,
|
1076 |
-
"question_id": 346641,
|
1077 |
-
"text": "21 Mar",
|
1078 |
-
"answer_start": 2489,
|
1079 |
-
"answer_end": 2495,
|
1080 |
-
"answer_category": null
|
1081 |
-
}
|
1082 |
-
],
|
1083 |
-
"is_impossible": false
|
1084 |
-
},
|
1085 |
-
{
|
1086 |
-
"question": "When Week 5 starts for COS3001 in semester 1, 2022?",
|
1087 |
-
"id": 346642,
|
1088 |
-
"answers": [
|
1089 |
-
{
|
1090 |
-
"answer_id": 377770,
|
1091 |
-
"document_id": 606077,
|
1092 |
-
"question_id": 346642,
|
1093 |
-
"text": "28 Mar",
|
1094 |
-
"answer_start": 2579,
|
1095 |
-
"answer_end": 2585,
|
1096 |
-
"answer_category": null
|
1097 |
-
}
|
1098 |
-
],
|
1099 |
-
"is_impossible": false
|
1100 |
-
},
|
1101 |
-
{
|
1102 |
-
"question": "When Week 6 starts for COS3001 in semester 1, 2022?",
|
1103 |
-
"id": 346643,
|
1104 |
-
"answers": [
|
1105 |
-
{
|
1106 |
-
"answer_id": 377772,
|
1107 |
-
"document_id": 606077,
|
1108 |
-
"question_id": 346643,
|
1109 |
-
"text": "4 Apr",
|
1110 |
-
"answer_start": 2723,
|
1111 |
-
"answer_end": 2728,
|
1112 |
-
"answer_category": null
|
1113 |
-
}
|
1114 |
-
],
|
1115 |
-
"is_impossible": false
|
1116 |
-
},
|
1117 |
-
{
|
1118 |
-
"question": "When Week 7 starts for COS3001 in semester 1, 2022?",
|
1119 |
-
"id": 346644,
|
1120 |
-
"answers": [
|
1121 |
-
{
|
1122 |
-
"answer_id": 377773,
|
1123 |
-
"document_id": 606077,
|
1124 |
-
"question_id": 346644,
|
1125 |
-
"text": "18 Apr",
|
1126 |
-
"answer_start": 2822,
|
1127 |
-
"answer_end": 2828,
|
1128 |
-
"answer_category": null
|
1129 |
-
}
|
1130 |
-
],
|
1131 |
-
"is_impossible": false
|
1132 |
-
},
|
1133 |
-
{
|
1134 |
-
"question": "When Week 8 starts for COS3001 in semester 1, 2022?",
|
1135 |
-
"id": 346645,
|
1136 |
-
"answers": [
|
1137 |
-
{
|
1138 |
-
"answer_id": 377774,
|
1139 |
-
"document_id": 606077,
|
1140 |
-
"question_id": 346645,
|
1141 |
-
"text": "25 Apr",
|
1142 |
-
"answer_start": 2900,
|
1143 |
-
"answer_end": 2906,
|
1144 |
-
"answer_category": null
|
1145 |
-
}
|
1146 |
-
],
|
1147 |
-
"is_impossible": false
|
1148 |
-
},
|
1149 |
-
{
|
1150 |
-
"question": "When Week 9 starts for COS3001 in semester 1, 2022?",
|
1151 |
-
"id": 346646,
|
1152 |
-
"answers": [
|
1153 |
-
{
|
1154 |
-
"answer_id": 377776,
|
1155 |
-
"document_id": 606077,
|
1156 |
-
"question_id": 346646,
|
1157 |
-
"text": "2 May",
|
1158 |
-
"answer_start": 2984,
|
1159 |
-
"answer_end": 2989,
|
1160 |
-
"answer_category": null
|
1161 |
-
}
|
1162 |
-
],
|
1163 |
-
"is_impossible": false
|
1164 |
-
},
|
1165 |
-
{
|
1166 |
-
"question": "When Week 10 starts for COS3001 in semester 1, 2022?",
|
1167 |
-
"id": 346647,
|
1168 |
-
"answers": [
|
1169 |
-
{
|
1170 |
-
"answer_id": 377761,
|
1171 |
-
"document_id": 606077,
|
1172 |
-
"question_id": 346647,
|
1173 |
-
"text": "9 May",
|
1174 |
-
"answer_start": 3068,
|
1175 |
-
"answer_end": 3073,
|
1176 |
-
"answer_category": null
|
1177 |
-
}
|
1178 |
-
],
|
1179 |
-
"is_impossible": false
|
1180 |
-
},
|
1181 |
-
{
|
1182 |
-
"question": "When Week 11 starts for COS3001 in semester 1, 2022?",
|
1183 |
-
"id": 346648,
|
1184 |
-
"answers": [
|
1185 |
-
{
|
1186 |
-
"answer_id": 377762,
|
1187 |
-
"document_id": 606077,
|
1188 |
-
"question_id": 346648,
|
1189 |
-
"text": "16 May",
|
1190 |
-
"answer_start": 3180,
|
1191 |
-
"answer_end": 3186,
|
1192 |
-
"answer_category": null
|
1193 |
-
}
|
1194 |
-
],
|
1195 |
-
"is_impossible": false
|
1196 |
-
},
|
1197 |
-
{
|
1198 |
-
"question": "When Week 12 starts for COS3001 in semester 1, 2022?",
|
1199 |
-
"id": 346649,
|
1200 |
-
"answers": [
|
1201 |
-
{
|
1202 |
-
"answer_id": 377763,
|
1203 |
-
"document_id": 606077,
|
1204 |
-
"question_id": 346649,
|
1205 |
-
"text": "23 May",
|
1206 |
-
"answer_start": 3291,
|
1207 |
-
"answer_end": 3297,
|
1208 |
-
"answer_category": null
|
1209 |
-
}
|
1210 |
-
],
|
1211 |
-
"is_impossible": false
|
1212 |
-
},
|
1213 |
-
{
|
1214 |
-
"question": "What is the topic for COS30081 Week 1?",
|
1215 |
-
"id": 346650,
|
1216 |
-
"answers": [
|
1217 |
-
{
|
1218 |
-
"answer_id": 377700,
|
1219 |
-
"document_id": 606077,
|
1220 |
-
"question_id": 346650,
|
1221 |
-
"text": "Introduction to NLP & Linguistics",
|
1222 |
-
"answer_start": 2160,
|
1223 |
-
"answer_end": 2193,
|
1224 |
-
"answer_category": null
|
1225 |
-
}
|
1226 |
-
],
|
1227 |
-
"is_impossible": false
|
1228 |
-
},
|
1229 |
-
{
|
1230 |
-
"question": "What is the topic for COS30081 Week 2?",
|
1231 |
-
"id": 346651,
|
1232 |
-
"answers": [
|
1233 |
-
{
|
1234 |
-
"answer_id": 377704,
|
1235 |
-
"document_id": 606077,
|
1236 |
-
"question_id": 346651,
|
1237 |
-
"text": "Word Tokenization: Dot product, Token improvement, Vocabulary",
|
1238 |
-
"answer_start": 2253,
|
1239 |
-
"answer_end": 2314,
|
1240 |
-
"answer_category": null
|
1241 |
-
}
|
1242 |
-
],
|
1243 |
-
"is_impossible": false
|
1244 |
-
},
|
1245 |
-
{
|
1246 |
-
"question": "What is the topic for COS30081 Week 3?",
|
1247 |
-
"id": 346652,
|
1248 |
-
"answers": [
|
1249 |
-
{
|
1250 |
-
"answer_id": 377705,
|
1251 |
-
"document_id": 606077,
|
1252 |
-
"question_id": 346652,
|
1253 |
-
"text": "TF-IDF vectors: Bag of words, Vectorization, Topic modelling",
|
1254 |
-
"answer_start": 2382,
|
1255 |
-
"answer_end": 2442,
|
1256 |
-
"answer_category": null
|
1257 |
-
}
|
1258 |
-
],
|
1259 |
-
"is_impossible": false
|
1260 |
-
},
|
1261 |
-
{
|
1262 |
-
"question": "What is the topic for COS30081 Week 4?",
|
1263 |
-
"id": 346653,
|
1264 |
-
"answers": [
|
1265 |
-
{
|
1266 |
-
"answer_id": 377706,
|
1267 |
-
"document_id": 606077,
|
1268 |
-
"question_id": 346653,
|
1269 |
-
"text": "Semantic Analysis: LSA",
|
1270 |
-
"answer_start": 2499,
|
1271 |
-
"answer_end": 2521,
|
1272 |
-
"answer_category": null
|
1273 |
-
}
|
1274 |
-
],
|
1275 |
-
"is_impossible": false
|
1276 |
-
},
|
1277 |
-
{
|
1278 |
-
"question": "What is the topic for COS30081 Week 5?",
|
1279 |
-
"id": 346654,
|
1280 |
-
"answers": [
|
1281 |
-
{
|
1282 |
-
"answer_id": 377707,
|
1283 |
-
"document_id": 606077,
|
1284 |
-
"question_id": 346654,
|
1285 |
-
"text": "Introduction to Deep Learning for NLP: Neural network, Word Vectors",
|
1286 |
-
"answer_start": 2589,
|
1287 |
-
"answer_end": 2656,
|
1288 |
-
"answer_category": null
|
1289 |
-
}
|
1290 |
-
],
|
1291 |
-
"is_impossible": false
|
1292 |
-
},
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1293 |
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1294 |
-
"question": "What is the topic for COS30081 Week 6?",
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1295 |
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1296 |
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1297 |
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{
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1301 |
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1302 |
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1303 |
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1307 |
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1308 |
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1309 |
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{
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1310 |
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"question": "What is the topic for COS30081 Week 7?",
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1311 |
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|
1312 |
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1313 |
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{
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1314 |
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1315 |
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1316 |
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1317 |
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1318 |
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1319 |
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1320 |
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1323 |
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|
1324 |
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},
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1325 |
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{
|
1326 |
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"question": "What is the topic for COS30081 Week 8?",
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1327 |
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"id": 346657,
|
1328 |
-
"answers": [
|
1329 |
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{
|
1330 |
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|
1331 |
-
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1332 |
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|
1333 |
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"text": "Transformer basics 1",
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1334 |
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1335 |
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1336 |
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1339 |
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|
1340 |
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},
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1341 |
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{
|
1342 |
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"question": "What is the topic for COS30081 Week 9?",
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1343 |
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"id": 346658,
|
1344 |
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"answers": [
|
1345 |
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{
|
1346 |
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1347 |
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1349 |
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1350 |
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1352 |
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1355 |
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|
1356 |
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},
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1357 |
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{
|
1358 |
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"question": "What is the topic for COS30081 Week 10?",
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1359 |
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|
1360 |
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"answers": [
|
1361 |
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{
|
1362 |
-
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1363 |
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|
1365 |
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1371 |
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|
1372 |
-
},
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1373 |
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{
|
1374 |
-
"question": "What is the topic for COS30081 Week 11?",
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1375 |
-
"id": 346660,
|
1376 |
-
"answers": [
|
1377 |
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{
|
1378 |
-
"answer_id": 377702,
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1379 |
-
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1380 |
-
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|
1381 |
-
"text": "Showcase of Real-World Problems",
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1382 |
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1383 |
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1384 |
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1385 |
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1387 |
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|
1388 |
-
},
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1389 |
-
{
|
1390 |
-
"question": "What is the topic for COS30081 Week 12?",
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1391 |
-
"id": 346661,
|
1392 |
-
"answers": [
|
1393 |
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{
|
1394 |
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1395 |
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"document_id": 606077,
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1396 |
-
"question_id": 346661,
|
1397 |
-
"text": "Conclusion and Wrap Up",
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1399 |
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1400 |
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1401 |
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1402 |
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1403 |
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1404 |
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},
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1405 |
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{
|
1406 |
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"question": "What is the tasks and assessments in Week 1 COS30081?",
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1407 |
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1408 |
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1409 |
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{
|
1410 |
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1411 |
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1412 |
-
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|
1413 |
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"text": "Tutorial 1: Getting Started with Python",
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1414 |
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1415 |
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1416 |
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1419 |
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1420 |
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},
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1421 |
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{
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1422 |
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"question": "What is the tasks and assessments in Week 2 COS30081?",
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1423 |
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1424 |
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1425 |
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{
|
1426 |
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1427 |
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1428 |
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1429 |
-
"text": "Tutorial 2: Word Tokenization and Pass Task #1",
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1430 |
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1431 |
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1432 |
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1435 |
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1436 |
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},
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1437 |
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{
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1438 |
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"question": "What is the tasks and assessments in Week 3 COS30081?",
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1439 |
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1440 |
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1441 |
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{
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1442 |
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1443 |
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1444 |
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1445 |
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"text": "Tutorial 3: TF-IDF and Pass Task #2",
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1446 |
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1447 |
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1448 |
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1451 |
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|
1452 |
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},
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1453 |
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{
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1454 |
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"question": "What is the tasks and assessments in Week 4 COS30081?",
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1455 |
-
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1456 |
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1457 |
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{
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1458 |
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1459 |
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1460 |
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|
1461 |
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"text": "Tutorial 4: Semantic Analysis and Pass Task #3",
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1462 |
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1463 |
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1464 |
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1465 |
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1467 |
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1468 |
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},
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1469 |
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{
|
1470 |
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"question": "What is the tasks and assessments in Week 5 COS30081?",
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1471 |
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1472 |
-
"answers": [
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1473 |
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{
|
1474 |
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"answer_id": 377693,
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1475 |
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"document_id": 606077,
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1476 |
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|
1477 |
-
"text": "Tutorial 5: Deep Learning Introduction and Pass Task #4",
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1478 |
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1479 |
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1480 |
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1481 |
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1483 |
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1484 |
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},
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1485 |
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{
|
1486 |
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"question": "What is the tasks and assessments in Week 6 COS30081?",
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1487 |
-
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1488 |
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1489 |
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{
|
1490 |
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1491 |
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"document_id": 606077,
|
1492 |
-
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|
1493 |
-
"text": "Tutorial 6: Neural Networks & CNN and Pass Task #5",
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1494 |
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1495 |
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1496 |
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1499 |
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|
1500 |
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},
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1501 |
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{
|
1502 |
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"question": "What is the tasks and assessments in Week 7 COS30081?",
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1503 |
-
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1504 |
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1505 |
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{
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1506 |
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1507 |
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1508 |
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|
1509 |
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"text": "Tutorial 7: RNN & LSTM and Pass Task #6",
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1510 |
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1511 |
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1512 |
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1515 |
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1516 |
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1517 |
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{
|
1518 |
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"question": "What is the tasks and assessments in Week 8 COS30081?",
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1519 |
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1520 |
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1521 |
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1522 |
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1523 |
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1524 |
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1525 |
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1531 |
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1532 |
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1533 |
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{
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1534 |
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1535 |
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|
1536 |
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1537 |
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1538 |
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1539 |
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1541 |
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1544 |
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1547 |
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1548 |
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1549 |
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1550 |
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1551 |
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1552 |
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1553 |
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1554 |
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1555 |
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1556 |
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1557 |
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"text": "Tutorial 10: Submission of Tutorial 10 and Pass Task #9",
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1558 |
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1559 |
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1560 |
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1563 |
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1564 |
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1565 |
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1566 |
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1567 |
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1568 |
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1569 |
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|
1570 |
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1571 |
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1572 |
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1573 |
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"text": "Tutorial 11: Discussion of Assignment 2 and Pass Task #10",
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1574 |
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1575 |
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1576 |
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1577 |
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1579 |
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1580 |
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1581 |
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{
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1582 |
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1583 |
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|
1584 |
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1585 |
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1589 |
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"text": "Tutorial 12: Discussion of Assignment 2",
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1590 |
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1595 |
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1596 |
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},
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1597 |
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{
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1598 |
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"question": "What is the unit name of COS30081?",
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1599 |
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|
1600 |
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1601 |
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1602 |
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1603 |
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1605 |
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1611 |
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1612 |
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1613 |
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1614 |
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"question": "What is the total contact hours?",
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1615 |
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|
1616 |
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1617 |
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1618 |
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1619 |
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|
1621 |
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"text": "48 hours",
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1622 |
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1624 |
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1628 |
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1629 |
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{
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1630 |
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"question": "Who is Dr Joel Than Chia Ming?",
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1631 |
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|
1632 |
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1633 |
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{
|
1634 |
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1635 |
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1636 |
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|
1637 |
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1645 |
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1646 |
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1647 |
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1648 |
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1649 |
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1650 |
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|
1653 |
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1654 |
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1660 |
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1663 |
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1664 |
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1665 |
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1667 |
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1668 |
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|
1669 |
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1677 |
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1680 |
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1681 |
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1685 |
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1692 |
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1693 |
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1694 |
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1695 |
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1696 |
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1697 |
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1698 |
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1699 |
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1700 |
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|
1701 |
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"text": "equips students with skills to carry out basic text data pre-processing, feature extraction, building and evaluating a text classifier, and visualising NLP results. This unit also exposes students to an advanced NLP technique.",
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1702 |
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1704 |
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1708 |
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1709 |
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{
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1710 |
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1711 |
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"id": 346572,
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1712 |
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"answers": [
|
1713 |
-
{
|
1714 |
-
"answer_id": 377616,
|
1715 |
-
"document_id": 606077,
|
1716 |
-
"question_id": 346572,
|
1717 |
-
"text": "4",
|
1718 |
-
"answer_start": 855,
|
1719 |
-
"answer_end": 856,
|
1720 |
-
"answer_category": null
|
1721 |
-
}
|
1722 |
-
],
|
1723 |
-
"is_impossible": false
|
1724 |
-
},
|
1725 |
-
{
|
1726 |
-
"question": "What are the unit learning outcomes in COS30081?",
|
1727 |
-
"id": 346573,
|
1728 |
-
"answers": [
|
1729 |
-
{
|
1730 |
-
"answer_id": 377651,
|
1731 |
-
"document_id": 606077,
|
1732 |
-
"question_id": 346573,
|
1733 |
-
"text": "explain the basics of computational linguistics, prepare textual data into suitable representation for text analytics, apply exploratory data analysis and visualisation techniques to textual data, and develop and evaluate text classifiers for general natural language processing tasks",
|
1734 |
-
"answer_start": 896,
|
1735 |
-
"answer_end": 1180,
|
1736 |
-
"answer_category": null
|
1737 |
-
}
|
1738 |
-
],
|
1739 |
-
"is_impossible": false
|
1740 |
-
},
|
1741 |
-
{
|
1742 |
-
"question": "How to achieve credit grade?",
|
1743 |
-
"id": 346613,
|
1744 |
-
"answers": [
|
1745 |
-
{
|
1746 |
-
"answer_id": 377627,
|
1747 |
-
"document_id": 606077,
|
1748 |
-
"question_id": 346613,
|
1749 |
-
"text": "all pass tasks and the credit task must be submitted and marked as complete.",
|
1750 |
-
"answer_start": 4103,
|
1751 |
-
"answer_end": 4179,
|
1752 |
-
"answer_category": null
|
1753 |
-
}
|
1754 |
-
],
|
1755 |
-
"is_impossible": false
|
1756 |
-
}
|
1757 |
-
],
|
1758 |
-
"context": "COS30081 is an Artificial Intelligence major unit. The unit name is Fundamentals of Natural Language Processing (FNLP). Its unit code is COS30081. The unit has a total contact hours of 48 hours. It has two pre-requisite units which are COS20015 Fundamentals of Data Management and COS30019 Introduction to Artificial Intelligence. The unit is delivered in blended mode - physical and online. The unit is a portfolio unit which means the assesments are consist of lab tasks and assignments. \n\nThe aim of the unit is to introduce students to the essential natural language processing (NLP) tasks and techniques. It equips students with skills to carry out basic text data pre-processing, feature extraction, building and evaluating a text classifier, and visualising NLP results. This unit also exposes students to an advanced NLP technique. \n\nThe unit has 4 unit learning outcomes (ULO) which are explain the basics of computational linguistics, prepare textual data into suitable representation for text analytics, apply exploratory data analysis and visualisation techniques to textual data, and develop and evaluate text classifiers for general natural language processing tasks. \n\nThis unit may contribute to the development of 3 Swinburne Graduate Attributes which are communication skills, teamwork skills, and digital literacies. The unit's content are basic string analysis techniques, text wrangling, web scrapping and pre-processing, feature extraction, text classifiers information retreival evaluation, visualisation and advanced NLP technique, which may include only one of the following topics: topic modelling, text summarization, vector representation, deep learning, or sentiment analysis.\n\nThe unit teaching staff is Dr Joel Than Chia Ming who is the lecturer and tutor of this unit . He can be contacted through his email which is [email protected]. The learning and teaching structure of the unit consist of two parts which are lectures and tutorials of 24 hours of total contact hours each with two hours each of contact per week. \n\nThe week by week schedule of the unit for Semester 1, 2022 can be observed below:\nWeek 1 (28 Feb) - Introduction to NLP & Linguistics - Tutorial 1: Getting Started with Python\nWeek 2 (7 Mar) - Word Tokenization: Dot product, Token improvement, Vocabulary - Tutorial 2: Word Tokenization and Pass Task #1\nWeek 3 (14 Mar) - TF-IDF vectors: Bag of words, Vectorization, Topic modelling - Tutorial 3: TF-IDF and Pass Task #2\nWeek 4 (21 Mar) - Semantic Analysis: LSA - Tutorial 4: Semantic Analysis and Pass Task #3\nWeek 5 (28 Mar) - Introduction to Deep Learning for NLP: Neural network, Word Vectors - Tutorial 5: Deep Learning Introduction and Pass Task #4\nWeek 6 (4 Apr) - CNN basics and usage for NLP - Tutorial 6: Neural Networks & CNN and Pass Task #5\nWeek 7 (18 Apr) - RNN & LSTM basics - Tutorial 7: RNN & LSTM and Pass Task #6\nWeek 8 (25 Apr) - Transformer basics 1 - Tutorial 8: Transformer 1 and Pass Task #7\nWeek 9 (2 May) - Transformer basics 2 - Tutorial 9: Transformer 2 and Pass Task #8\nWeek 10 (9 May) - Performance Evaluation & Scaling up - Tutorial 10: Submission of Tutorial 10 and Pass Task #9\nWeek 11 (16 May) - Showcase of Real-World Problems - Tutorial 11: Discussion of Assignment 2 and Pass Task #10\nWeek 12 (23 May) - Conclusion and Wrap Up - Tutorial 12: Discussion of Assignment 2\n\nThe assessment overview can be viewed below:\nPortfolio (for Pass and Credit) - Individual - 100% Weighting\nPortfolio and Interview (for Distinction and High Distinction) - Individual - 100% Weighting\n\nThere will be a total of 10 pass tasks. Each pass task is released at the start of each week and is due two weeks after its release. There will be one Credit task which will be made available on 8 April and due on 6 May. There will be one D & HD task for Distinction and High Distinction (D & HD) grade which will be made available on 9 May and due on 3 June. The minimum requirement to pass this unit is to submit a passable portfolio, which means all pass tasks must be submitted and marked as complete. To achieve credit (C) grade, all pass tasks and the credit task must be submitted and marked as complete. To achieve distinction (D), all pass tasks, credit task and the D & HD task must be submitted and obtain at least 70 marks for it. To achieve high distinction (HD), all pass tasks, credit task and the D & HD task must be submitted and obtain at least 80 marks for it.\n\nUnless an extension has been approved, late submissions will result in a penalty. You will be penalised 10% of your mark for each working day the task is late, up to a maximum of 5 days. After 5 working days, a zero result will be recorded. There will be two tutorial session available each week with one hybrid session and one online session. The hybrid tutorial is on the Monday of the week at 9:00 am. whereas, the online session is on the Thursday of the week at 11:00 am. There will be one lecture session on the Tuesday of the week at 9:00 am. All sessions or classes will be recorded. All the lecture and tutorial materials as well as the recordings for all sessions are available on Canvas.",
|
1759 |
-
"document_id": 606077
|
1760 |
-
}
|
1761 |
-
]
|
1762 |
-
}
|
1763 |
-
]
|
1764 |
-
}
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