AI Engineer | Day-7 | Machine Learning Model | Decision Tree + Model Comparison in Python #python

AI Engineer | Day-7 | Machine Learning Model | Decision Tree + Model Comparison in Python #ai #python Welcome to Day 7 of my 30-Day AI Engineer Learning Series. In this video, we start working with real data using NumPy and Pandas, which are essential libraries for Data Analysis, Machine Learning, and AI development. 📚 Topics covered in this video • Understand Decision Tree? • Build a better classification model • Compare models (Logistic vs Tree) • Create Simple Dataset • Prepare Data • Train Model • Predict • Visualize Model 💻 Hands-on Practice • Running code in Google Colab • Performing basic data operations 📂 GitHub Code Repository https://github.com/dotnetfullstackdeveloper/ai-engineer-journey 🚀 About this Series In this video, I share my complete 30 Day AI Engineer Roadmap. If you want to become an AI Engineer but don't know where to start, this series will guide you step by step. In this series we will learn AI from beginner to practical level in just 30 days. 📚 What you will learn in this roadmap: Day 1–5 : AI Fundamentals Day 6–10 : Python for AI Day 11–15 : Machine Learning Basics Day 16–20 : Deep Learning Concepts Day 21–25 : AI Tools & Real Projects Day 26–30 : AI Engineer Projects & Deployment This series is perfect for: • Developers • .NET Developers • Beginners in AI • Software Engineers • Students 🎯 My Goal: Learn AI step-by-step and become AI Engineer ready. Subscribe to follow the full 30 Day AI Learning Series. Upcoming Videos: Day 0 - Day 1 – https://youtu.be/5qRAJvyiiYk Day 2 – https://youtu.be/xclgNf89IeQ Day 3 – https://youtu.be/MtbkME0Ajj0 Day 4 – https://youtu.be/kb0DyYgNLAw Day 5 - https://youtu.be/52vj7Ut9ELk Day 6 - https://youtu.be/30VTRlkxxgc Day 7 - Running #AIEngineer #ArtificialIntelligence #AIlearning #MachineLearning #AIroadmap 💡 Don’t forget to Like, Share & Subscribe to get notified for upcoming parts! 📌 Watch the full series of AI-900: Part 1: https://youtu.be/kEIv_dzkDNQ part 2: https://youtu.be/VemuUhcpqAU Part 3: https://youtu.be/1jo22h0H_Ws Part 4: https://youtu.be/R0-8Q_WDXUI Part 5: https://youtu.be/jpz7ZOIbhRY Part 6: https://youtu.be/vnNkc2VupjA Part 7: https://youtu.be/Y0vVFOtynoQ Part 8 https://youtu.be/fbd3_1aJ8ew Part 9: https://youtu.be/iNE_IDApXVk Part 10: https://youtu.be/8ffNOe7HAfo Part 11: https://youtu.be/kc-H27QRd_A Part 12: https://youtu.be/reWdlYnSg4U Part 13: https://youtu.be/E9X3UGZP4S4 Part 14: https://youtu.be/AKhm7f9qgR4 Part 15: https://youtu.be/UebRJr8OC6A Part 16: https://youtu.be/XHLk_LT1_sE Part 17: https://youtu.be/CWZegou1Gzo Part 18: https://youtu.be/hlxrWdEb45g Part 19: https://youtu.be/H2OFggxfMv0 Part 20: https://youtu.be/hL-wMjjGw_g Part 21: https://youtu.be/zhdVcLXrMWM Part 22: https://youtu.be/HbnQ97ZqBmI Best e-books: https://uthubster.gumroad.com/l/azuredevopsessentials https://ki-ideenfabrik.com/start#aff=uthubs 💻 Recommended Laptop for Developers | programmers: https://amzn.to/48bxsgX https://amzn.to/46xmTSO https://amzn.to/4pvOEnm 🎧 Recommended Headphones: https://amzn.to/4nG9Jd6 https://amzn.to/3VvbC0a https://amzn.to/4gyrzfL ⌨️ Keyboards, Mouse & Monitors: https://amzn.to/3VuEUfp https://amzn.to/3Kdye2L https://amzn.to/4gBQteD https://amzn.to/4gBQteD https://amzn.to/46VmIC3 📚 Best Books for Developers: https://amzn.to/3IAPFtH https://amzn.to/4gHBj7C https://amzn.to/4nKIbn2 ⚠️ Disclosure: Some of the links above are affiliate links. This means that at no extra cost to you, I may earn a small commission if you purchase through them. Thank you for supporting the channel! 🙏 Blog Link: https://www.dotnetfullstackdeveloper.com/2026/04/day-7-decision-tree-model-comparison.html #AI102 #MicrosoftCertification #AzureAI #ExamPrep #AzureCertification #MicrosoftAzure #CertificationPrep #AI102Questions #AI102Exam #LearnAzure