Ultimate Beginner's Guide to Machine Learning Algorithms 🤖

Machine Learning Algorithms

#machinelearningalgorithms #machinelearningalgorithm #machinelearning #ArtificialIntelligence
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Timelines:
00:36 Supervised Learning
00:39 Linear Regression
00:57 Logistic Regression
01:09 Decision Trees
01:29 Support Vector Machines
02:08 Naive Bayes
02:37 K-Nearest Neighbor (KNN)
03:44 Unsupervised Learning
03:48 K-Means Clustering
04:20 Dimensionality Reduction
04:57 Principal Component Analysis (PCA)
05:08 Reinforcement Learning
05:12 Q -Learning
05:42 Deep Q-Networks (DQN)
06:10 Ensemble Methods
06:16 Random Forest
06:42 Gradient Boosting (XGBoost)
07:27 Stacking