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Home
Courses
Course Category
Algorithmic Trading
Analytics
Artificial Intelligence
Augmented Reality
Back-End Development
Big Data
Blockchain
Cloud Computing
About Us
Contact
Curriculum
4 Sections
12 Lessons
Lifetime
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Introduction to Machine Learning
3
1.1
What is Machine Learning?
1.2
Types of Machine Learning
1.3
Data in Machine Learning
Machine Learning Algorithms
3
2.1
Linear Regression and Beyond
2.2
Clustering and Dimensionality Reduction
2.3
Decision Trees and Ensemble Methods
Evaluation and Deployment
3
3.1
Model Evaluation Metrics
3.2
Overfitting and Regularization
3.3
Model Deployment and Scaling
Advanced Topics (Optional)
3
4.1
Deep Learning Basics
4.2
Natural Language Processing (NLP)
4.3
Reinforcement Learning (RL)
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