ScikitLearn Course Machine Learning in Python Tutorial

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http://youtube.com/watch?v=pqNCD_5r0IU

Scikit-learn is a free software machine learning library for the Python programming language. Learn about machine learning using scikit-learn in this full course. • 💻 Code: https://github.com/DL-Academy/Machine... • 🔗 Scikit-learn website: https://scikit-learn.org • ✏️ Course from DL Academy. Check out their YouTube channel: / @betahex3589 • 🔗 View more courses here: https://thedlacademy.com/ • ❤️ Try interactive Python courses we love, right in your browser: https://scrimba.com/freeCodeCamp-Python (Made possible by a grant from our friends at Scrimba)0 • ⭐️ Course Contents ⭐️ • Chapter 1 - Getting Started with Machine Learning • ⌨️ (0:00) Introduction • ⌨️ (0:22) Installing SKlearn • ⌨️ (3:37) Plot a Graph • ⌨️ (7:33) Features and Labels_1 • ⌨️ (11:45) Save and Open a Model • Chapter 2 - Taking a look at some machine learning algorithms • ⌨️ (13:47) Classification • ⌨️ (17:28) Train Test Split • ⌨️ (25:31) What is KNN • ⌨️ (33:48) KNN Example • ⌨️ (43:54) SVM Explained • ⌨️ (51:11) SVM Example • ⌨️ (57:46) Linear regression • ⌨️ (1:07:49) Logistic vs linear regression • ⌨️ (1:23:12) Kmeans and the math beind it • ⌨️ (1:31:08) KMeans Example • Chapter 3 - Artificial Intelligence and the science behind It • ⌨️ (1:42:02) Neural Network • ⌨️ (1:56:03) Overfitting and Underfitting • ⌨️ (2:03:05) Backpropagation • ⌨️ (2:18:16) Cost Function and Gradient Descent • ⌨️ (2:26:24) CNN • ⌨️ (2:31:46) Handwritten Digits Recognizer • -- • Learn to code for free and get a developer job: https://www.freecodecamp.org • Read hundreds of articles on programming: https://freecodecamp.org/news

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