StarCityGames.com - How Many Garruks?
I was well prepared for the Standard Open in Richmond this past weekend. Brian Braun-Duin and I had spent all week working on Junk Reanimator and a W/B Humans deck that both had been performing well throughout all of our testing. We were both leaning towards Junk Reanimator, but I still felt like the W/B Humans deck was very good and had actually played more games with it in testing than I had with the Junk Reanimator deck.
BBD decided to go with Junk Reanimator, and I decided to come along for the ride. Grisly Salvage had treated both of us quite well in the past. We had a well thought-out sideboard and plans for what we expected to see in the new M14 Standard. On Saturday after Charlie Gindy, Kenny Castor, and I had scrubbed out of the Team Sealed event, I played a bunch of games with the Junk Reanimator deck against Jund. We had added Shadowborn Demon to combat Olivia Voldaren and removed the Mulches and one of the Unburial Rites to make our decks less reliant on the graveyard, thus making us less vulnerable to Scavenging Ooze.
In testing, BBD consistently beat the crap out of me while I was playing Jund, but this time I lost over and over and over. Games weren't even close. Whenever I had Shadowborn Demon, they had Thragtusks and a billion Bonfire of the Damned. Whenever I had Doom Blade, they had Olivia Voldaren, and whenever I had Unburial Rites, they had Scavenging Ooze.
I was tilted and very discouraged. I wished that I had talked Gerry Thompson into going to the Kaijudo cash tournament.
Kenny Castor gave me his ramp deck with Garruk, Caller of Beasts to play a few games with to cool down. He said it was powerful and very fun.
I was hooked! In the first game, I got to play Elvish Mystic on turn 1, Elvish Archdruid on turn 2, and Garruk, Caller of Beasts on turn 3; I then untapped and killed my opponent with a Craterhoof Behemoth fueled army of green men. Here's the list we all ended up playing.
The main premise of the deck is to play out as many accelerators with all of our one-drop mana dorks (Arbor Elf, Avacyn's Pilgrim, Elvish Mystic) and then ramp into a Garruk, Caller of Beasts. "Big Garruk" lets us draw a bunch of cards, play a bunch of cheap creatures, and then put a Craterhoof Behemoth into play and kill our opponent.
Garruk Relentless, or "Little Garruk" as I like to call him, is another awesome card to accelerate into and plays a similar role to what he did in Junk Reanimator. He can kill a naked turn 3 Olivia Voldaren and cards like Augur of Bolas and opposing mana accelerators. He also lets us search for our Craterhoof Behemoth once we flip him via fighting and even plays well with our Gavony Township "plan B" by making a steady stream of Wolves.
Fight a creature with Garruk Relentless, play another Garruk Relentless, and fight another creature/make a Wolf.
-1 Garruk, the Veil Cursed to find a Craterhoof Behemoth, play a Garruk, Caller of Beasts, and put said Craterhoof into play.
Fight a creature with Garruk Relentless, play another Garruk Relentless, and fight the same creature to kill it. We still have six other Garruks that we can play, so if we have to use two "little Garruks" to get rid of a problem creature, we can!
+1 Garruk, Caller of Beasts to find a Craterhoof Behemoth, play another Garruk, Caller of Beasts, put Craterhoof into play with his -3 ability, and kill our unsuspecting opponent.
The deck felt very explosive, but it's heavily reliant on drawing Garruk, Caller of Beasts. Elvish Visionary helps draw you into a Garruk, Caller of Beasts, but even with that you just have to get lucky sometimes. I went 1-2 drop with the deck in the tournament, playing against two decks with Blasphemous Act in the maindeck and drawing Garruk, Caller of Beasts a total of one time out of the seven games of Magic that I played. In multiple of the games, I vomited out my hand in the first three turns and would have won any game had I actually drawn a Garruk, Caller of Beasts, but alas I did not. I got to play Kaijudo with Gerry for the rest of the day instead.
Playing Acidic Slimes and Thragtusks in the deck gives us something to accelerate into in the early game that will either stymie our opponents or put actual pressure on them. If they happen to Supreme Verdict us after we get a Thragtusk into play, at least then we are still putting pressure on them. Thragtusk was definitely the most effective card that I had in my sideboard this past weekend, and I want to move him to the main deck.
Since we are moving to an Acidic Slime and Thragtusk plan, I want to play Restoration Angel too; however, I don't really think we can afford to just jam her into the maindeck. The plan is to cut Thragtusk and bring in Restoration Angel to go along with our Acidic Slimes when Thragtusk is bad and to cut Acidic Slimes for Restoration Angel to go along with our Thragtusks when Acidic Slime is bad. In matchups where we want all three cards, we can just cut something else for the Restoration Angels and keep the Thragtusks and Acidic Slimes in the maindeck. It could very well be that we just want to put her in the main somewhere, but for now this is where I'm starting.
I'm cutting the "little Garruks" because it just didn't really feel like he played all that well into our plan. We aren't going to just be ramping into a Craterhoof Behemoth and Garruk Relentless is definitely good on turn 3, but past that we could have normally cast him and I'd rather get more value out of all the trouble we are going through casting all these one-mana creatures to accelerate us.
Some changes definitely needed to be made to the sideboard. I like Rootborn Defenses against Supreme Verdict, Bonfire of the Damned, and Blasphemous Act decks. Having an answer to a timely sweeper is really all this deck needs to continue to put on pressure, and Rootborn Defenses is perfect for that.
Ray of Revelation just wasn't good enough against Bant Hexproof. In fact, I lost a game last weekend where I used Ray of Revelation to kill an Unflinching Courage and an Ethereal Armor. My opponent simply played three more enchantments on the same creature and killed me two turns later through a Fog. We want to just kill all of the enchantments, and Paraselene does that the best.
Thalia, Guardian of Thraben was good for me, and I think she will still be a good choice as we move forward. She plays very well with Acidic Slime; any deck that Slime is good against, Thalia, Guardian of Thraben will be too. In fact, since we cut Garruk Relentless from our deck, we could potentially play her in the main.
All in all I had fun, and I do think that this deck has potential. In fact, Charlie Gindy went moderately deep in the Standard Open with our list and possibly could have beaten Jarvis Yu on camera if he would have taken an alternate line of play. I would definitely recommend this deck to anyone for FNM or even an upcoming IQ, but to play it in something with a higher difficulty level like an Open or the Invitational, I would suggest putting some time in, tweaking the numbers on the cards, and getting a feel for what hands you can keep and how most hands tend to play out.
Congratulations to AJ Sacher for winning the Standard Open with W/B Humans. He played one card off of the maindeck that I tested last week (+1 Orzhov Charm, -1 Falkenrath Noble) and a few different cards in the sideboard. I know he's probably working on a tournament report for the deck, so I won't say much other than that the deck is very good and will be a contender until Innistrad block rotates out in the fall. Be prepared for the Humans!
The Team Sealed event was awesome, and I had a blast! Kenny Castor, Charlie Gindy, and I opened an awesome bombtastic pool and had to pass it to the other team at the table with us. The pool that we did get was still pretty good, but we struggled with the third deck (U/W Control) for Charlie and ended up misbuilding it slightly. I had an awesome mono-black deck that could side in some Act of Treasons to go along with all my Blood Bairns and also featured Nightmare, Shadowborn Demon (foil, bling!) and a Corrupt. Kenny had a very consistent R/G Aggro deck with Chandra, Pyromaster and all of the suspect quality R/G cards. In the end, we lost due to the misbuild, a misplay, and a sprinkle of mana screw.
Even though we didn't go as deep as we would have liked, I had a blast, and I think just about everyone who played in the event did as well. I really hope that we continue to run team events and look forward to every single one of them!


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redpajama_set_name: RedPajamaGithub


I am Mistress Velvet and I am going to review for you the most delicious body paint ever. I was absolutely delighted to be chosen to review for Voluptasse.
When I was sent a tube of Chocolate Body Paint Tin and Brush from Adored to review for the REVIEW IDOL COMPETITION. My first thoughts were 'oh god this is going to taste horrible' but I could not have been more wrong. Made in Belgium I must say that it is most certainly 150g of divine gooey chocolate body paint indeed.
Packed in a slim line tube with a flip cap it is perfect for handling and squeezing, I found you needed either a good grip or two hands to squeeze it though because it was not for coming out of the tube in a hurry.
How easy is the Chocolate Body Paint Tin and Brush to use?
Coming complete with a brush, which was of a high quality, no bristles were shed when in use, it was easy to use, allowing you to be more creative with your body art and cleaned really well. The taste is amazing and to be honest I would not think twice about squirting it on my dessert, or being his dessert!
I highly recommend you give this a whirl, it is a whole lot of fun, messy granted but fun and you could use it for so many different aspects of your foreplay sessions… or to enhance his dessert. Priced at £6.00 it will not break the bank for you to try something different and have a little fun. The Chocolate Body Paint Tin and Brush offers 150g of pure chocolate decadence in my opinion and worth every penny. I would rate this product as a MUST BUY and recommend it to all of you.
The ingredients are all listed clearly on the packaging and the allergy information is also clearly stated.
From the company perspective I really love this review. The pictures were eye catching and creative and told the story of the product beautifully. As a company I would have liked to see links back to the website where potential customers could view and purchase the body paint. But overall, I thought it was great.


At our boutique medspa, we provide you with experience aesthetical and primary care to ensure that you receive a tailored, integrated approach to your health and wellness. By providing quality aesthetic services like microdermabrasion, facial sculpting services, scar removal and PRP injections, our economical solutions help you feel refreshed, revitalized and ready to feel your best. Our medspa features an integrated approach by offering primary care clinic services as well, to truly get to the root of your health and wellness concerns. If you are wanting to look and feel your best, give us a call!


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Arbaaz–Malaika's divorce: Pictures that prove there's no bad blood between Amrita Arora and Arbaaz Khan
Arbaaz Khan happens to share a warm bond with Malaika Arora's younger sister Amrita Arora, despite their divorce.
By : Shefali Jha
Arbaaz Khan, Amrita AroraInstagram
Despite several media speculations and theories over the reason behind their break-up, Arbaaz Khan and Malaika Arora have refrained from giving nod to any of the mudslingings. While the two powerful personalities have moved on with their lives, when it comes to their son Arhaan Khan, they have no qualms in coming together.
Arbaaz Khan also happens to share a warm bond with Malaika Arora's younger sister Amrita Arora, despite their divorce. Amrita's Instagram is proof of that. Amrita has time and again shared several photos with her 'Arbuuu' Arbaaz Khan calling him her 'brother' and her 'friend'.
Bonds ❤❤❤ Brother love ?? ohhhh ya ,Thankyou @malaikaarorakhanofficial for the ? Love you @arbaazkhanofficial ❤
A post shared by Amrita Arora (@amuaroraofficial) on Aug 26, 2018 at 3:31am PDT
While Malaika Arora was given the custody of their child when they separated, Arbaaz Khan revealed that he never intended to fight the custody any way as he knew a mother should be there for a kid during the age his son is at. However, now that Arhaan would be turning 18 soon, Arbaaz feels he will make up his mind.
Talking about how his son took the news of his separation with Malaika, Arbaaz told Pinkvilla, "It's got to do about both of us as people. No matter what the differences we had which led us to take this step, which is a drastic step but a necessary step because it had come to a point where this was the only way to go about making this equation as okay as possible. And there was a child involved so for him too."
Happy birthday dearest @arbaazkhanofficial ?❤?? Arbuuuuu
A post shared by Amrita Arora (@amuaroraofficial) on Aug 3, 2019 at 11:03pm PDT
"I am there for him, obviously she had the custody of my child and I felt it was fair-enough and I never wanted to even fight for the custody. I felt at that point in time, as a mother, when the child was much younger, I guess a mother's scenario at that point in time is of much use and so many things. But, now he is going to be 18, he will make up his mind where he wants to be, how he wants to be. I spend a lot of time with him in any case. He is a lovely boy and growing up to be a really good boy," he added.
Talking about still maintaining a friendly equation with Arbaaz, Amrita had told Pinkvilla, "I don't understand why it should change?"

redpajama_set_name: RedPajamaCommonCrawl


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The 2018 Victory Shield kicked off today in soggy Kerry. Despite the challenging conditions Scotland and Wales put on an entertaining game with the honours even at 1-1. Match report to follow when the reporters paper dries out!


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$31M affordable housing complex completed in Bushwick
Tuesday, April 30, 2019 6:11 PM EDT
BUSHWICK -
An inaugural ribbon cutting commemorated the completion of a $31 million apartment complex project in Bushwick Tuesday.
It's made up of three buildings at 1875 Broadway, and will provide affordable housing for formerly homeless individuals.
The Cuomo administration, in partnership with Riseboro Community Partnership, and several other organizations, came together to make the Our Lady of Lourdes Apartments possible.
It has 76 affordable units, 12 of which are specifically for people who were once homeless. They range in size from studios to three-bedroom apartments.
More than 76,000 applications were submitted for those 76 apartments. They have all been filled.
Learn how to apply for NYC affordable housing
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Snow on tap for Saturday before switching to rain
Updated: Friday, January 17 2020 7:48 AM EST2020-01-17 12:48:49 GMT
Snow is on tap for this weekend, with the heaviest accumulation in the evening.
Local leaders demand answers after Bensonhurst fatal hit-and-run
Local leaders are demanding answers after a Bensonhurst woman's life was tragically cut short after a hit-and-run.
Active shooter drill held at Brooklyn Catholic school
Staff from four schools within the Diocese of Brooklyn met at St. Joseph the Worker Catholic Academy to learn how to respond to a potential active shooter.
Brooklyn rapper Pop Smoke accused of transporting stolen Rolls Royce across state lines
Brooklyn rapper Pop Smoke was in federal court after being arrested on charges that he transported a stolen Rolls Royce across the state lines.
Moody's: Student loan debt surpasses $1.6 trillion
Student loan debt has crossed the $1.6 trillion mark, more than double what it was in 2010.
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PHOTOS: Earthquake damage in Puerto Rico
Debris from a collapsed wall of a building litters the ground after an earthquake struck Puerto Rico before dawn, in Ponce, Puerto Rico, Tuesday, Jan. 7, 2020.
A 6.4-magnitude earthquake struck Puerto Rico, killing one man, injuring at least eight other people and collapsing buildings in the southern part of the island.


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opposite angles of a parallelogram are congruent proof
Properties of a parallelogram. Showing that opposite angles of a parallelogram are congruent. Geometry on Khan Academy: We are surrounded by space. We will only use it to inform you about new math lessons. The opposite or facing sides of a parallelogram are of equal length and the opposite angles of a parallelogram are of equal measure. For example, z = z or 1000 = 1000 are examples of the reflexive property. Theorems include: opposite sides are congruent, opposite angles are congruent, the diagonals of a parallelogram bisect each other, and conversely, rectangles are parallelograms with congruent diagonals. 0:05 - 0:11 So, for example, we wanna prove that CAB is congruent to BDC. Opposite angles of parallelogram are equal. ! The diagonals of a parallelogram bisect each other. So we know that AC is parallel to BD by alternate interior angles. Real Life Math SkillsLearn about investing money, budgeting your money, paying taxes, mortgage loans, and even the math involved in playing baseball. Proof: In the parallelogram ABCD, AB \\ CD and AD \\ BC. https://www.khanacademy.org/math/geometry/quadrilaterals-and-polygons/quadrilaterals/e/quadrilateral_angles?utm_source=YT&utm_medium=Desc&utm_campaign=Geometry, Watch the next lesson: https://www.khanacademy.org/math/geometry/quadrilaterals-and-polygons/quadrilaterals/v/proof-rhombus-diagonals-are-perpendicular-bisectors?utm_source=YT&utm_medium=Desc&utm_campaign=Geometry, Missed the previous lesson? Statements of parallelogram and its theorems 1) In a parallelogram, opposite sides are equal. #YouCanLearnAnything, Subscribe to Khan Academy's Geometry channel: Subscribe to Khan Academy: https://www.youtube.com/subscription_center?add_user=khanacademy, Create a website and earn with Altervista - Disclaimer - Report Abuse - Privacy Policy - Customize advertising tracking. Here is how we can prove that opposite sides of a parallelogram are congruent or equal using the parallelogram below. Consecutive angles in a parallelogram is supplementary Theorem: Prove that the opposite angles of a parallelogram are equal. By the same token, segment AB is parallel to segment DC according to the definition of a parallelogram.Line AC is a transversal for segment BC and segment AD. Proof: Opposite angles of parallelogram congruent | Quadrilaterals | Geometry | Khan Academy 31 October 2011 / musicmovesacross Showing that opposite angles of a parallelogram are congruent Having said all that, some of the specific topics we'll cover include angles, intersecting lines, right triangles, perimeter, area, volume, circles, triangles, quadrilaterals, analytic geometry, and geometric constructions. And I already know you use the two congruent triangles to … RecommendedScientific Notation QuizGraphing Slope QuizAdding and Subtracting Matrices Quiz Factoring Trinomials Quiz Solving Absolute Value Equations Quiz Order of Operations QuizTypes of angles quiz. The ASA postulate is most likely the only thing we can use to prove that the opposite sides of a parallelogram are congruent. This transversal creates alternate interior angles 1 and 4 which are equal as shown below. It is not always easy to understand proofs in geometry. Proof - Opposite Angles of Parallelogram ... ON OFF. https://www.youtube.com/channel/UCD3OtKxPRUFw8kzYlhJXa1Q?sub_confirmation=1 RE: How do you prove that opposite angles are congruent in a parallelogram? Opposite angles of a parallelogram For everyone. - 20625030 Given: ABCD is a parallelogram. It is not always easy to understand proofs in geometry. from parallelogram HEJG, so you need only one more pair of congruent sides or angles to use SAS (Side-Angle-Side) or ASA (Angle-Side-Angle). The opposite sides are equal and parallel; the opposite angles are also equal. Usually you're being asked to prove that something is a parallelogram (or parallelagram), other times you're given a parallelogram and asked to prove something about it. Khan Academy is a 501(c)(3) nonprofit organization. There are two ways to go about this. [Image will be Uploaded Soon] Given: Parallelogram ABCD. You have those congruent angles and the congruent sides. 3) In a parallelogram, opposite angles are equal. The given congruent angles, which are parts of. 0:03 - 0:05 of a parallelogram are congruent. Proof: Opposite sides of a parallelogram are equal (Hindi) Proof: Opposite angles of a parallelogram (Hindi) This is the currently selected item. Proof: Opposite angles of a parallelogram (Hindi) Our mission is to provide a free, world-class education to anyone, anywhere. Proof - Opposite Angles of Parallelogram Congruent. About me :: Privacy policy :: Disclaimer :: Awards :: DonateFacebook page :: Pinterest pins, Copyright © 2008-2019. For free. In today's lesson, we will show that the opposite sides of a parallelogram are equal to each other. The first is to use congruent triangles to show the corresponding angles are congruent, the other is to use theAlternate Interior Angles Theoremand apply it twice. angles 6) Theorem 6.2D states: If an angle of a quadrilateral is supplementary to both of its _____ angles, then the quadrilateral is a parallelogram. So this is parallel to that. Since ABCD is a parallelogram, segment BC is parallel to segment AD according to the definition of a parallelogram. Opposite angels are congruent (D = B). One … Find an answer to your question Complete the flow proof that the opposite sides of a parallelogram are congruent. are a huge hint that you should try to show these triangles congruent. If you do not know what alternate interior angles are, please review this. In Euclidean geometry, a parallelogram is a simple (non- self-intersecting) quadrilateral with two pairs of parallel sides. We've also partnered with institutions like NASA, The Museum of Modern Art, The California Academy of Sciences, and MIT to offer specialized content. Let's use congruent triangles first because it requires less additional lines. ASA stands for "angle, side, angle". Here are some important things that you should be aware of about the proof above. And these things have shapes. Theorem 3. If you can solve these problems with no help, you must be a genius! Everything you need to prepare for an important exam! ... ON OFF. Tough Algebra Word Problems.If you can solve these problems with no help, you must be a genius! To prove: ∠B = ∠D and ∠A=∠C. 1 Prove That Opposite Sides Of A Parallelogram Are Congruent Parallelograms opposite angles are congruent geometry help discussion section 1 3 discussion section 1 3 learn the properties of parallelograms caddell prep online. In geometry we are concerned with the nature of these shapes, how we define them, and what they teach us about the world at large–from math to architecture to biology to astronomy (and everything in between). Prove that opposite sides of a parallelogram are congruent, Top-notch introduction to physics. Our math missions guide learners from kindergarten to calculus using state-of-the-art, adaptive technology that identifies strengths and learning gaps. Conversely, if the diagonals in a quadrilateral bisect each other, then it is a parallelogram. In a parallelogram, the diagonals bisect each other. The ASA postulate is most likely the only thing we can use to prove that the opposite sides of a parallelogram are congruent. However, this information is not enough to say that the triangles are congruent. We will show that in that case, they are also equal to each other. it says given - Parallelogram with PDQR with diagonal PQ show -
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opposite angles of a parallelogram are congruent proof 2021


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Benenden: the affordable alternative to health insurance
By HealthHero
We spoke with Jane Walker, Provider Relationship Manager at Benenden.
About Benenden Health
Benenden was founded in 1905 with the purpose of people joining together to help pay for medical care for when they might need it. The organisation still exists for the sole benefit of its members and remains a not-for-profit society.
Today Benenden has over 800,000 members, and they aim for many more. Their vision is to be the UK's leading healthcare community, making life better for all their members and wider society by taking the strain off the NHS.
A long and healthy relationship
Benenden and HealthHero have enjoyed a long and healthy relationship dating back to 2008. Since then, HealthHero has been providing a 24/7 GP service helping Benenden accomplish their mission of simple, smart and affordable healthcare to help their members when they are experiencing delays on the NHS.
In collaboration with HealthHero, Benenden provides its members with easy access to GP consultations. The GP 24/7 service aims to provide the support and advice of a GP practice with the convenience of a phone call.
Benenden members' satisfaction tracker from Q1 and Q2 2019
Respondents to the Benenden survey in Q1 and Q2 2019 who used the 24/7 GP advice line were very satisfied with the service. 82% were promoters when asked how satisfied they were with their experience, giving a mean score of 8.98 and an NPS score of +73 for this metric.
This is very similar to scores in the previous report for Q3 and Q4 2018.
They have highlighted:
The ease of contacting the advice line and booking appointments
Being called back on, or before, the stated time
The whole appointment experience
Providing members with reassurance and concrete next steps.
Benenden members value the HealthHero service
The partnership between Benenden and HealthHero shows how an added value service can have a great impact on client satisfaction and how can enrich any client's offer.
As stated by Jane Walker, Provider Relationship Manager, Benenden members satisfaction with the service is consistently high while the number of complaints is low.
When asked, Benenden members described the HealthHero service as "peace of mind", highlighted the "quick access to advice from a GP" and the "reassurance from a GP".
"HealthHero has been a reliable and valued partner over a long period providing a high-quality service to members."
Jane Walker, Provider Relationship Manager
Service enhancements and new products are at the forefront of our minds. HealthHero and Benenden have been working together for a long time and the opportunities to evolve our propositions together are clear.
"We see a lot of product development opportunities with HealthHero including making low-cost healthcare available to a wider group of people. We're keen to use technology to further enhance and improve access to the service in future." Jane Walker, Provider Relationship Manager
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Best Cities To Visit 2015
The 10 Best Cities To Visit In 2015
10. Toronto, Canada
9. Chennai, India
7. Salisbury, UK
6. Plovdiv, Bulgaria
5. Valletta, Malta
4. Zermatt, Switzerland
3. Milan, Italy
2. El Chalten, Argentina
1. Washington, DC, USA
Elysha Krupp
Chennai has always been the most overlooked of India's megacities. While travellers rave about Delhi, Mumbai and Kolkata, the capital of India's steamy south has long been seen as a steppingstone to other parts of India, rather than somewhere to visit on its own merits. Ask the average person to name the most famous sight in Chennai and many would struggle to reply.
Locals hope to change all that in 2015. With the opening of the Chennai Metro Rail, the first integrated mass transit system in India, Chennai plans to raise its profile on the international stage and earn a reputation as more than just a jumping-off point for
'more interesting' places nearby.
And there's plenty to see: statue-covered Dravidian temples, institutes for Indian classical dance, fascinating museums, British-era fortifications and churches, a 3km long beach that throngs with locals
night and day, and India's second largest movie industry, centred on 'Kollywood' in the western suburb of Kodambakkam.
The World's Most Sexed And Party-Filled Cities Have Been Revealed
Surprisingly, This Is Singapore
This Guy Hangs Out Of Helicopters To Give You Serious Wanderlust
Your Handy Guide To The Best Wines For Whatever's On The BBQ
10 Design Hacks To Make Your Home Look More Expensive Than It Is


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Michael Norton on his way to a slalom bronze medal
On one of those days when sky and snow are one, Michael Norton won a bronze medal in the men's LW11 slalom event at the 1992 Albertville Paralympic Winter Games. The 1992 Games marked a breakthrough for the Australian team – with 5 athletes and 7 staff, it was the largest team to that time and it was the first team to return with any medals, after Norton, Michael Milton and David Munk all achieved podium finishes.
Date: March 1992
Michael Milton
Michael Norton
David Munk


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I was approached with the opportunity to interview one of the co-creators of Tonik. Tonik has a line of jerseys (sleeveless tanks and short sleeved) that come in a variety of colors. To make the items more cooler-weather friendly, you can purchase arm warmers as well.
Lisa and Mary started the Tonik line after experiencing some frustrating and humorous moments with trying to find jerseys that fit them comfortably. They wanted to create a line of jerseys that would function well for the task at hand, yet still make you feel that you looked good off the bike post-ride. The whole concept is to help women feel comfortable, confident, and awesome on and off the bike.
Reflective zippers, reflective trim, reflective logos.. so you will be seen and stay safe!
I took this jersey out on a warmer day and gave it a test ride.
Something to consider with this line is that it's made to be a looser fit. For sizing they recommend you buy based on your shirt size. For myself, I chose the jersey more based on my measurements- so rather than choosing a small I chose an extra small. They state on their website that if you'd like a closer fit, to purchase a size down.
The jersey was plenty roomy for the size, so I'm glad I went the route I did.
It feels really durable, the fabric is not super thin nor flimsy feeling. I wore the jersey while mountain biking- it really gave a test to see how well everything stayed in place per-back rising up, how sleeves/shoulders felt, etc.
I rode for around my usual pre-work 40 minute ride. The jersey felt comfortable, I didn't feel like I had to pull down the front or back to "keep it in place."
I feel the reflective details are a great touch, especially if one were to wear this around town and/or on roads/gravels. It's subtle and goes with the design nicely.
The jersey withstood my singletrack ride very well. Minus some slight mud splatter, it washed up and looked like new again.
I enjoyed the simple design with fun pattern detailing. Not all jerseys need to be loud and all over the place with color, simplicity can be good! Even Travis complimented the jersey for the color/pattern.
Tonik- designed by women for women who want fun and flattering jerseys without compromising fit and style. The jerseys are well made, durable, and something you can invest in with confidence.
Great, helpful review! Way to go, ladies!


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Q: How to interpret VFS usage chart I'm monitoring an old laptop running as LAMP server. I have trouble understanding this VFS usage chart (sorry can't include images yet) from monitorix (the monitoring tool I'm using). I don't understand most of the terms I find on the internet, and I don't find a graph like this explained in easy words.
Is it correct that the yellow  blocks (dentry) are free spots on the filesystem that can be used by VFS?
The blue blocks (inodes) are free spots on the filesystem that are ready to be used? Does the VFS make these because it expects writing operations?
Seems obvious but still: the pink blocks (files) are filled spots on the filesystem?
The VFS total usage was around 95-96%, goes up and down and ends at 100%. Should I interpret the total VFS usage as a cache that has dentries, inodes and files in it, and it's only a problem when the cache has too much files and not enough dentries to make into inodes?

A: If you look at the monitorix perl code in /usr/lib/monitorix/kern.pm we find
it is getting these 3 statistics from the files:
/proc/sys/fs/dentry-state
/proc/sys/fs/file-nr
/proc/sys/fs/inode-nr

These are described in man 5 proc. monitorix is calculating the following percentages:

*

*dentry: % of allocated directory cache entries

*file: % allocated file handles (number of files presently open). The maximum can be found from cat /proc/sys/fs/file-max.

*inode: % of inodes allocated. When this gets over 100%, more inode space is created dynamically.
So you have a very low % of files open, an 80% full directory cache, and 100% inodes in use, but the latter will grow as needed.  These values all concern the in-memory use of all filesystems, and do not apply to any given disc or partition. I dont think they signify any problem.

redpajama_set_name: RedPajamaStackExchange


text:
using System;
using System.Collections.Generic;
using System.IO;
using System.Linq;
using Windows.ApplicationModel;
using Windows.ApplicationModel.Activation;
using Windows.ApplicationModel.Background;
using Windows.Foundation;
using Windows.Foundation.Collections;
using Windows.Storage;
using Windows.UI.Popups;
using Windows.UI.Xaml;
using Windows.UI.Xaml.Controls;
using Windows.UI.Xaml.Controls.Primitives;
using Windows.UI.Xaml.Data;
using Windows.UI.Xaml.Input;
using Windows.UI.Xaml.Media;
using Windows.UI.Xaml.Navigation;

// The Blank Application template is documented at http://go.microsoft.com/fwlink/?LinkId=234227

namespace BusAroundMe
{
    /// <summary>
    /// Provides application-specific behavior to supplement the default Application class.
    /// </summary>
    sealed partial class App : Application
    {
        /// <summary>
        /// Initializes the singleton application object.  This is the first line of authored code
        /// executed, and as such is the logical equivalent of main() or WinMain().
        /// </summary>
        public App()
        {
            this.InitializeComponent();
            this.Suspending += OnSuspending;
        }

        /// <summary>
        /// Invoked when the application is launched normally by the end user.  Other entry points
        /// will be used when the application is launched to open a specific file, to display
        /// search results, and so forth.
        /// </summary>
        /// <param name="args">Details about the launch request and process.</param>
        protected override void OnLaunched(LaunchActivatedEventArgs args)
        {
            // Do not repeat app initialization when already running, just ensure that
            // the window is active
            if (args.PreviousExecutionState == ApplicationExecutionState.Running)
            {
                Window.Current.Activate();
                return;
            }

            if (args.PreviousExecutionState == ApplicationExecutionState.Terminated)
            {
                //TODO: Load state from previously suspended application
            }

            // Create a Frame to act navigation context and navigate to the first page
            var rootFrame = new Frame();
            if (!rootFrame.Navigate(typeof(BusStopsAroundALocation)))
            {
                throw new Exception("Failed to create initial page");
            }

            // Place the frame in the current Window and ensure that it is active
            Window.Current.Content = rootFrame;
            Window.Current.Activate();

            PushNotificationHelpers.OpenChannel();
            //RequestBackgroundTask();
            WriteToLogFile("\r\n xyz is xyz");

            ////////////////////////////////////////////////////////////////////
            //
            //  Register Background Task
            //
            ////////////////////////////////////////////////////////////////////
            //string backgroundTaskEntryPoint = "BackgroundTask.FileSavingBackgroundTask";
            //string backgroundTaskName = "FileSavingTask";

            //SystemTrigger trigger = new SystemTrigger(SystemTriggerType.SessionConnected, false);

            //BackGroundTaskHelpers.RegisterBackGroundTask(backgroundTaskEntryPoint, backgroundTaskName, trigger, null);
            //BackGroundTaskHelpers.RegisterBackGroundTask(backgroundTaskEntryPoint, backgroundTaskName, new TimeTrigger(15, false), null);
        }

        private async void RequestBackgroundTask()
        {
            ////////////////////////////////////////////////////////////////////////////////////////
            //
            //  Request BackgroundTask ability
            //
            ////////////////////////////////////////////////////////////////////////////////////////
            BackgroundAccessStatus status = await BackgroundExecutionManager.RequestAccessAsync();
            MessageDialog msg;
            switch (status)
            {
                case BackgroundAccessStatus.AllowedWithAlwaysOnRealTimeConnectivity:
                    msg = new MessageDialog("This app is on the lock screen and has access to Real Time Connectivity.");
                    //Scenario1OutputText.Text = "This app is on the lock screen and has access to Real Time Connectivity.";
                    break;
                case BackgroundAccessStatus.AllowedMayUseActiveRealTimeConnectivity:
                    msg = new MessageDialog("This app is on the lock screen, but does not have access to Real Time Connectivity.");
                    //Scenario1OutputText.Text = "This app is on the lock screen, but does not have access to Real Time Connectivity.";
                    break;
                case BackgroundAccessStatus.Denied:
                    msg = new MessageDialog("This app is not on the lock screen.");
                    //Scenario1OutputText.Text = "This app is not on the lock screen.";
                    break;
                case BackgroundAccessStatus.Unspecified:
                    msg = new MessageDialog("The user has not yet taken any action. This is the default setting and the app is not on the lock screen.");
                    //Scenario1OutputText.Text = "The user has not yet taken any action. This is the default setting and the app is not on the lock screen.";
                    break;
                default:
                    break;
            }
        }

        private async void WriteToLogFile(string informations)
        {

            //StorageFolder storageFolder = KnownFolders.DocumentsLibrary;

            //StorageFile sampleFile = await storageFolder.CreateFileAsync("sample.txt", CreationCollisionOption.OpenIfExists);

            //if (sampleFile != null)
            //{
            //    await FileIO.AppendTextAsync(sampleFile, informations);
            //}

        }

        /// <summary>
        /// Invoked when application execution is being suspended.  Application state is saved
        /// without knowing whether the application will be terminated or resumed with the contents
        /// of memory still intact.
        /// </summary>
        /// <param name="sender">The source of the suspend request.</param>
        /// <param name="e">Details about the suspend request.</param>
        private void OnSuspending(object sender, SuspendingEventArgs e)
        {
            var deferral = e.SuspendingOperation.GetDeferral();
            //TODO: Save application state and stop any background activity
            deferral.Complete();
        }
    }
}


text:
Data Science Interview Questions Part-7(Statistics)
December 29, 2020 December 28, 2020 Avinash Navlani 0 Comments data science interview questions, interview, interview questions, nlp, nlp interview questions, Text Analytics, text mining
Top-25 frequently asked data science interview questions and answers on Statistics for fresher and experienced Data Scientist, Data analyst, statistician, and machine learning engineer job role.
Let's see the interview questions.
1. What is the difference between inferential statistics and descriptive statistics?
Descriptive statistics describe the input data and provide initial findings for data. It will give the mean, median, standard deviation, etc. For example, the manager of a supermarket wants to see the waiting time for billing.
Inferential statistics allow us to make inferences from a smaller sample of data from the population. It is used when we have limited time, cost, and other constraints. For example, the LED bulb manufacturing firm wants to check the average working hours of LED bulbs. In this case, the firm can't test all the bulbs they need to take a small sample of bulbs and infer the results from the sample for all the bulbs.
2. What are the standard deviation and standard variance?
Standard deviation is the average distance from the mean or variation from the mean. A small value of standard deviation shows closeness in data points while a larger value shows the higher scatteredness of data. Standard variance is the square of standard deviation. It also describes the data variation from the mean. For comparison purposes, the standard deviation will be preferred because its unit is the same as the mean.
3. What is exploratory data analysis?
EDA(Exploratory Data Analysis) is the most crucial step of the data analysis process. It provides an initial understanding of data. It discovers insights and answers to business queries and questions. It also assesses the quality of data and finds missing values and outliers.
4. What do you mean by the arithmetic mean, harmonic mean, and geometric mean?
The arithmetic mean is the average value of given data points. It can be expressed as the ratio of the sum of all the observations to the total number of observations. For example, the average of runs scored by a cricket player.
The harmonic mean is the reciprocal of the arithmetic mean of reciprocals. Average speed and flow of liquid are examples of harmonic mean.
The geometric mean multiplies the numbers together and then takes a square root. It offers a good application where units of the indicator are different. Compound interest from year to year is an example of a geometric mean.
5. What is a boxplot?
Boxplot or Box-whisker plot is used to understand the distribution of a variable. This plot also shows the quartiles, minimum, maximum, and outliers. It uses a rectangular box or whiskers to show the quartile.
Minimum (or Lower Limit) = Q1–1.5 IQR
Maximum (or Upper Limit) = Q3 + 1.5 IQR
Any value that will be more than the upper limit or lesser than the lower limit will be considered as the outliers.
https://www.simplypsychology.org/boxplots.html
6. Can you give some examples of where to use the mean or where to use the median?
Mean is the average value of a set of observations. It is used when data is normally distributed. Median is the middle value of a given set of observations. It is used when data is the skewed or long tail. For example, Income variable, income is highly skewed in the real world. If you use mean then the value of the mean will be dominated by the outliers.
7. What is left skewness and right skewness?
Skewness describes the distribution symmetry. It shows the deviation from the normal distribution. Skewness can be left or right skewness. Left skewed or negative skewed has a tail towards the left side and right-skewed or positive-skewed has a tail towards the right side.
https://machinelearninggeek.com/data-science-interview-questions-part-5-data-preprocessing/
8. What is kurtosis?
Kurtosis measures the thickness of the tail. The high value of kurtosis means heavy-tailed which indicates more outliers. The low value of kurtosis means less tailed which means less number of outliers in the observations.
9. What is an outlier? How to detect and handle outliers?
Outliers are abnormal observations that deviate from the norm. Outliers do not fit in the normal behavior of the data. We can detect outliers using the following methods:
Standard Deviation or Z-Score
Inter Quartile Range(IQR): values out of 1.5 times of IQR
Percentile: you can select 99 percentile values and remove the
DBSCAN
Isolation forest, One-Class SVM
10. What do you mean by correlation and covariance?
Covariance is used to quantify the relationship between a pair of variables. IT shows if we change one variable how it will impact the other. Covariance ranges from -infinity to + infinity.
Correlation also quantifies the relationship between two variables but it is normalized and ranges between -1 to +1. It also ensures that a certain degree between two variables. In other words, we can say covariance is boundary-less but the correlation has a boundary. It makes it easier when we compare the two results.
11. What is the Pareto principle?
The Pareto principle is also known as the 80/20 rule. It says that 80% of the results come from 20% of the effort. Eg. 80% of sales come from 20% of customers.
12. What is the difference between population and sample in inferential statistics?
In inferential statistics, the Population is the entire set of respondents and the sample is a subset from that entire set of respondents. Whenever we do any survey we select a few respondents to collect the data.
13. What is the difference between sample distribution and sampling distribution?
Sample distribution is the distribution of all the values of the sample and sampling distribution displays all the values of possible samples from the population.
14. What are the types of sampling techniques in statistics?
Sampling is of types: Probability and Non-probability Sampling. Probability sampling selects the samples randomly(with equal chances) and Non-probability samples select the samples non-randomly(with unequal chances). Sampling can be of the following types:
Random Sampling: It selects respondents by chance.
Cluster Sampling: It decides the population into smaller groups and then selects the entire group or cluster.
Stratified Sampling: Population divided into unique groups and respondents selected from each stratum.
Systematical Sampling: It selects every 'n' respondents from the population.
Convenience Sampling: It selects the respondents as available.
15. What is the advantage of using the standard normal distribution over the normal distribution?
Normal distribution fits into all kinds of real-life scenarios such as heights, exam scores, and blood pressure. The standard normal distribution is a specific distribution with a mean 0 and a standard deviation of 1. It is also known as the Gaussian distribution and the bell curve. Standardizing normal distribution makes it easier to compare with other metrics. It all boils down to the central limit theorem. The standard normal distribution uses Z values that can be easily compared and interpreted by a trained statistician.
16. What is a binomial distribution?
Binomial distribution has two possible outcomes Success or Failure (Yes or No). It is the probability of both outcomes over multiple experiments. Bernoulli distribution is the binomial distribution that has a value of n=1.
It has the following conditions:
It has a fixed number of trials or observation
The probability of success should be the same for each trial
Each trial or observation must be independent
Here, p=probability of a success, q=probability of a failure, n-stands for the number of times the experiment runs.
17. What are some of the properties of a normal distribution?
Here are the following properties of the normal distribution:
It is symmetric about the mean.
mean=median=mode
It follows the empirical rule that finds what percentage of your data falls within a certain number of standard deviations.
18. Why do we conduct hypothesis testing?
The main objective of hypothesis testing is to determine the statistical significance in favor of a certain assumption. For example, We want to find statistical evidence that from a selected random sample of customers 15% will purchase the product. Similarly, you want to check the effectiveness of the Covid vaccine on the selected sample.
19. What is the central limit theorem?
The central limit theorem is a sampling distribution approach that states that with an increase in sample size distribution approaches to a normal. It means the mean of the sample gets closer to the population mean and the standard deviation of the sample will reduce.
20. What is the null and alternative hypothesis?
The hypothesis is the assumption that formulates a conclusion about the population. The null hypothesis is the exact opposite of what a researcher expects. An Alternative hypothesis is a statement used to contradict the null hypothesis.
21. What is the p-value?
A p-value is used to test a hypothesis testing. It helps us to accept or reject the null hypothesis. P-value provides evidence against the null hypothesis. The larger the p-value causes week evidence against the null hypothesis. It means a large value indicates acceptance of the null hypothesis or fail to reject the null hypothesis.
22. What is the difference between one tail and two tail hypothesis testing?
One-tailed hypothesis in unidirectional or one-sided tests because we can test effects in only one direction while Two-tailed hypothesis tests are also known as nondirectional and two-sided tests because it can test effects in both directions. The one-tailed test has less than(<) and greater than(>) conditions while the two-tailed test has an equal(=) sign.
23. What degrees of freedom (DF) in statistics?
Degree of freedom or DF is the number of independent variables required for performing an analysis. Variables that are dependent are not considered to be free. For instance, if we are calculating a sample variance using the sample mean, we lose degree of freedom because we've forced the sample mean to be a particular value.
It is mostly used in t-distribution and not with the z-distribution. If DF will increase then t-distribution will be closer to normal distribution.
24. What is the difference between the confidence level and the significance level?
A statistical significance test provides an outcome yes/no, reject/fail to reject. significance level (or alpha )is the probability of rejecting the Null Hypothesis and expressed as a percentage.
Significance level = 1 − Confidence level
The confidence level tells us how sure we can be and is expressed as a percentage. or A confidence interval is an interval within which you are confident the true value lies to some degree of accuracy.
For example, a 95% confidence level indicates 95% certainty and a 5% significance level indicates the risk of concluding that a difference exists when there is no actual difference.
25. What does it mean by bell curve distribution and Gaussian distribution?
The bell curve or bell-shaped term is used for normal distribution which is also known as Gaussian distribution. The normal distribution is a type of continuous probability distribution. It is symmetric from the mean.
In this article, we have focused on Statistics interview questions. In the next article, we will focus on the interview questions related to Deep Learning.
Data Science Interview Questions Part-8(Deep Learning)
← From Jupyter to Pluto
Basics of Plots.jl and plotting using GPU →
Data Science Interview Questions Part-3 (Classification)
October 5, 2020 October 5, 2020 Avinash Navlani 0
Data Science Interview Questions Part-4 (Unsupervised Learning)
Data Science Interview Questions Part-1
September 27, 2020 October 8, 2020 Avinash Navlani 2