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Requirements -Core Basics of Python required for Machine Learning :
- Setup Python PyCharm IDE
- Variable Types & Basic Operators
- Decision Making & Loops
- Numbers and Strings
- Lists, Tuples and Dictionary
- Functions & Modules
- File I/O & Directories
- Exception handling
- Python Slice and Slicing
- Classes and Self
- Class Constructor & Destructor
- Inheritance & Polymorphism
Machine Learning
- Introduction Machine Learning
- Installing R and R Studio
- Data PreProcessing
- Regression and it’s Types
- Classification (Logistic Regression,Etc)
- Clustering
- Association Rule Learning
- Reinforcement Learning
- Natural Language Processing
- Deep Learning
- Artificial Neural Networks
- Amazon Web Services
- Google Machine Learning API
- Prediction based ML Projects
- Final Project
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