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| import streamlit as st | |
| # Configure Streamlit Page | |
| st.set_page_config(page_title="AI & ML Innovation Hub", page_icon="π€", layout="wide") | |
| # Custom CSS for Styling | |
| st.markdown(""" | |
| <style> | |
| /* Background Gradient for Sections */ | |
| .ml-section { | |
| background: linear-gradient(to right, #E1F5FE, #FCE4EC); | |
| padding: 20px; | |
| border-radius: 10px; | |
| box-shadow: 1px 1px 8px rgba(0, 0, 0, 0.1); | |
| } | |
| /* Font Size for Consistency */ | |
| .medium-font { | |
| font-size: 18px !important; | |
| } | |
| /* Title Styling */ | |
| .main-title { | |
| text-align: center; | |
| color: #D81B60; /* Pink */ | |
| font-size: 36px; | |
| font-weight: bold; | |
| } | |
| /* Subtitle */ | |
| .sub-title { | |
| text-align: center; | |
| color: #283593; /* Dark Blue */ | |
| font-size: 32px; | |
| font-weight: bold; | |
| } | |
| /* Section Titles */ | |
| .section-title { | |
| color: #9C27B0; /* Purple */ | |
| font-size: 30px; | |
| font-weight: bold; | |
| margin-bottom: 10px; | |
| } | |
| /* Paragraph Content */ | |
| .content { | |
| font-size: 18px; | |
| color: #2C3E50; | |
| line-height: 1.6; | |
| } | |
| /* Bullet Points */ | |
| .content ul { | |
| font-size: 18px; | |
| color: #2C3E50; | |
| padding-left: 25px; | |
| } | |
| .content li { | |
| margin: 8px 0; | |
| } | |
| /* Links */ | |
| .content a { | |
| color: #1565C0; | |
| text-decoration: none; | |
| font-weight: bold; | |
| font-size: 18px; | |
| } | |
| .content a:hover { | |
| text-decoration: underline; | |
| color: #D81B60; | |
| } | |
| </style> | |
| """, unsafe_allow_html=True) | |
| # Title & Subtitle | |
| st.markdown(""" | |
| <div class="ml-section medium-font" style="text-align: center; margin-bottom: 20px;"> | |
| <h1 style="color: #880085; font-size: 36px;">π Unlock the Power of AI & Machine Learning!</h1> | |
| <h2 style="color: #000080; font-size: 28px;">Start from zero and become a hero! ππ</h2> | |
| </div> | |
| """, unsafe_allow_html=True) | |
| # Display Image | |
| st.image("https://huggingface.co/spaces/varshitha22/ML/resolve/main/images/im.jpg", caption="Exploring the Power of AI and ML", use_container_width=True) | |
| # About Me Section | |
| st.markdown(""" | |
| <div class="ml-section medium-font"> | |
| <h2>π§βπ» About Me</h2> | |
| <p> | |
| Hi! I'm <b>Chittala Varshitha</b>, a passionate Data Scientist and ML Enthusiast. With a strong background in Statistics and Data Science, | |
| I specialize in Python, SQL, R, and visualization tools. | |
| <br><br> | |
| This AI & ML space is designed to help beginners and professionals dive into artificial intelligence, understand machine learning fundamentals, | |
| and work on real-world AI-driven projects. | |
| </p> | |
| <p><b>Skills:</b> Python, R, SQL, NumPy, Pandas, Power BI, Excel</p> | |
| <p><b>Connect with me:</b></p> | |
| <ul> | |
| <li>π <a href='https://www.linkedin.com/in/chittalavarshitha' target='_blank'>LinkedIn</a></li> | |
| <li>π <a href='https://medium.com/@yourmediumprofile' target='_blank'>Medium</a></li> | |
| </ul> | |
| </div> | |
| """, unsafe_allow_html=True) | |
| # What You'll Learn Section | |
| st.markdown(""" | |
| <div class="ml-section medium-font"> | |
| <h2 class="section-title">π Master AI, ML & Deep Learning Essentials</h2> | |
| <p>Gain hands-on experience in AI & ML, explore real-world applications, and build impactful projects! π</p> | |
| <ul> | |
| <li>β‘ <b>ML, AI & Deep Learning Fundamentals:</b> Learn the key concepts behind AI, ML, and their applications.</li> | |
| <li>π¬ <b>ML vs Deep Learning:</b> Understand their differences and how they impact modern technology.</li> | |
| <li>π <b>Core ML Concepts:</b> Understand Supervised, Unsupervised, and Reinforcement Learning.</li> | |
| <li>π <b>Feature Engineering & Data Preprocessing:</b> Discover techniques to clean and transform data for better model accuracy.</li> | |
| <li>π <b>Exploratory Data Analysis (EDA):</b> Master data visualization, outlier detection, and pattern identification.</li> | |
| <li>π€ <b>Building & Evaluating ML Models:</b> Master model training, validation, and performance metrics.</li> | |
| <li>π <b>End-to-End AI Projects:</b> Work on real-world applications.</li> | |
| </ul> | |
| </div> | |
| """, unsafe_allow_html=True) | |
| # Call to Action | |
| st.markdown(""" | |
| <div class="ml-section medium-font" style="text-align: center;"> | |
| <h2 class="sub-title">π― Ready to Become an AI & ML Expert?</h2> | |
| <p>Let's learn, build, and innovate in the world of artificial intelligence together! π€</p> | |
| </div> | |
| """, unsafe_allow_html=True) | |