Data Science in 30 Days | Data Science Full Course Free | #datascience #fullcourse - Machine Learning Basics | Day 11/30 of Data Science in 30 Days | Data Science Full Course | #ml

Welcome to Day 11 of our “Data Science in 30 Days” series by The Data Key! In this video, we dive deep into one of the most important concepts in data science — Machine Learning (ML). ------------------------------------------------------------------------------------------------------------------------ 💻 What You’ll learn: ✅ What is Machine Learning? ✅ Types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning ✅ Understanding Training Data, Testing Data, and Model Evaluation ✅ Key ML algorithms (Linear Regression, Decision Trees, KNN, etc.) ✅ Real-world applications of Machine Learning in industries ✅ Step-by-step workflow of building an ML model ------------------------------------------------------------------------------------------------------------------------- By the end of this video, you’ll have a strong foundation in Machine Learning and be ready to move towards more advanced ML algorithms and practical implementation using Python. ------------------------------------------------------------------------------------------------------------------------- 🔗 Resources & Links: 📘 Download Python for Machine Learning: https://www.python.org/downloads/ 📗 Scikit-Learn Documentation: https://scikit-learn.org/stable/ 📊 Google Colab for Practice: https://colab.research.google.com/ 🧠 Machine Learning Crash Course by Google: https://developers.google.com/machine-learning/crash-course 📘 Day 10: Calculus for Data Science — Watch Here ➤ https://youtu.be/w_psC-DA63Y?si=zfkMHaP5XUGFIu2p ------------------------------------------------------------------------------------------------------------------------ 📢 Don’t Forget: 👍 Like this video 📩 Comment your questions — I’ll respond to help you learn better 🔔 Subscribe to The Data Key and continue your journey to becoming a Data Scientist in just 30 days! ------------------------------------------------------------------------------------------------------------------------ OUTLINE: 00:00:00 : Introduction to Data Science 00:00:45 : Big picture + Roadmap 00:01:49 : Supervised learning + Linear regression 00:03:48 : Unsupervised learning + K-means 00:05:19 : Reinforcement learning fundamentals 00:07:11 : Building blocks recap (LR, Trees, K-means) 00:08:20 : Python in action (code snippets) 00:10:45 : Where ML shines (applications) 00:12:33 : Next steps + CTA #machinelearning #machinelearningfullcourse #thedatakey #machinelearningwithpython #machinelearningtutorialforbeginners #datascience #datasciencewiththedatakey #datascienceroadmap #datasciencebasics #technology #trendingvideo #foryou #modeltraining #educationalvideo #tech #techchannel #deeplearning #dataanalyst #dataanalytics #subscribe #ai #aivideo #aiandml #learnwiththedatakey #python #pythontutorial #programming #coding #freecourse #fullcourse