import streamlit as st from streamlit_lottie import st_lottie import requests # Function to load Lottie animation from a URL def load_lottieurl(url: str): """Fetch Lottie animation JSON from a URL.""" try: response = requests.get(url) if response.status_code == 200: return response.json() except requests.exceptions.RequestException: return None # CSS Styling for light and dark modes st.markdown(""" """, unsafe_allow_html=True) # Title and Tagline st.title("Mastering Machine Learning: From Basics To Brilliance 🚀🤖") st.markdown("## Your Gateway To Become Master In Data Science") # Display Lottie animation animation_url = "https://lottie.host/a45f4739-ef78-4193-b3f9-2ea435a190d5/PsTVRgXekn.json" lottie_animation = load_lottieurl(animation_url) if lottie_animation: st_lottie(lottie_animation, height=200, key="animation") # About the App Section st.subheader("About This Application") st.markdown(""" This platform serves as a **comprehensive guide to Machine Learning and Data Science**. From grasping the fundamentals to deploying models, it offers insights into the entire lifecycle: - **Problem Definition**: Understand the business context and set clear objectives. - **Data Handling**: Collect, clean, and explore datasets to uncover insights. - **Model Development**: Build and optimize machine learning models. - **Model Deployment**: Deliver real-world solutions and monitor performance. Designed for both beginners and those looking to refine their skills, this app provides a structured learning path enriched with practical examples. """) # Key Takeaways Section st.subheader("What You'll Learn Here") st.markdown(""" 1. **Step-by-Step Roadmaps**: Detailed guidance to help you navigate through data science challenges. 2. **Hands-on Projects**: Real-world examples and code snippets for applied learning. 3. **Visualizations**: Clear, intuitive graphs and plots to simplify complex concepts. 4. **Insights from Experience**: Lessons from my personal journey to help you avoid common pitfalls. """) # Author Section st.markdown("""

About the Author

Hello! I'm Yash Harish Gupta, an aspiring data scientist deeply passionate about machine learning. My journey began with curiosity about how data drives decisions and has evolved into a mission to create impactful solutions. Currently, I am learning and preparing to embark on my professional career in this exciting field.

""", unsafe_allow_html=True) # Social Links Section st.markdown("""
LinkedIn GitHub
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