ML Basics

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• Statistical Inference
• Types of Machine Learning Algorithms
• Supervised Learning
• Unsupervised Learning
• Semi-supervised Learning
• Reinforcement Learning
• Naive Bayes Classifier
• Maximum Entropy Classifier
• Decision Tree
• Natural Language Processing