Artificial Intelligence and Machine Learning: From Beginner to Expert
Unsupervised Learning
Artificial Intelligence and Machine Learning: From Beginner to Expert
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Lesson Topics:
Master AI and machine learning concepts, build models, and apply them to real-world problems.
Introduction to Artificial Intelligence
Video - 00:21:07 mins
Machine Learning Fundamentals
Video - 5:51 mins
Data Preprocessing and Feature Engineering
Reading
Supervised Learning with Python
Reading
Neural Networks and Deep Learning
Reading
Unsupervised Learning
Reading
Natural Language Processing (NLP)
Reading
Reinforcement Learning Basics
Reading
AI Project: Build a Machine Learning Model
Reading
Advanced Topics in AI
Reading
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Course Info
Exploring clustering algorithms like K-means and hierarchical clustering.
Dimensionality reduction techniques (PCA).
Applications of unsupervised learning in real-world scenarios.
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