Базовый курс ИИ Python, Машинное обучение, Глубокое обучение, Наука о данных

Оригинальное видео: AI Foundations Course – Python, Machine Learning, Deep Learning, Data Science Наш телеграмм-канал: Таймкоды: 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 Workshop: How to Build A Startup 09:26:21 Machine Learning Interview Prep