AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science

From the creator

Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai. This is not just a crash course. This course covers everything from fundamental concepts to advanced algorithms, complete with real-world case studies in recommender systems and predictive analytics. This course goes beyond theory to provide hands-on implementation experience, career guidance, and great insights from industry professionals. It also includes a career guide on how to build a data science career, launch a startup, and prepare for interviews. Learn more from Lunar Tech: https://www.lunartech.ai/ ❤️ Try interactive AI courses we love, right in your browser: https://scrimba.com/freeCodeCamp-AI (Made possible by a grant from our friends at Scrimba) ⭐️ Contents ⭐️ ⌨️ (00:00:00) Introduction ⌨️ (00:00:02) Machine Learning Roadmap for 2024 ⌨️ (00:49:53) ML Basics (Supervised vs. Unsupervised, Regression vs. Classification) ⌨️ (01:05:10) Machine Learning Bias-Variance Trade-off ⌨️ (01:12:22) Machine Learning Overfitting Regularization ⌨️ (01:41:11) Machine Learning Linear Regression Model ⌨️ (01:48:15) Machine Learning Linear Regression Model As a Prediction Model ⌨️ (02:04:41) Top 10 Machine Learning Algorithms ⌨️ (03:50:28) Data Analysis : Superstore Data Analytics Project ⌨️ (05:11:29) Machine Learning Linear Regression Case Study ⌨️ (07:11:16) MLOps: Movie recommendation system. ⌨️ (07:49:52) Workshop: How to Become a Data Scientist With No Experience ⌨️ (08:59:38) Work

Published 2024-11-05 · Watch on YouTube ↗
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