Course Content
Introduction to Machine Learning
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What is Machine Learning?
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Types of Machine Learning
Python for Machine Learning
Data Preprocessing
Exploratory Data Analysis (EDA)
Supervised Learning
Unsupervised Learning
Advanced Machine Learning Techniques
Neural Networks and Deep Learning
Model Deployment and Monitoring
Real-World Projects and Case Studies
Introduction to Artificial Intelligence
Python for AI
Problem Solving and Search Algorithms
Natural Language Processing (NLP)
Sentiment Analysis and Text Classification
Computer Vision
Machine Learning in AI
Robotics and AI
Ethics and Future of AI
Real-World Applications and Projects
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