Course Overview
Machine Learning is a global phenomenon, it is the application of artificial giving systems the ability to automatically learn and improve the experience without having to program aspects explicitly. Python considered the preferred language for Machine Learning is used extensively in this course to cover various concepts and drive participants through the depths and various use cases of Machine Learning.
At the end of this training program, participants will have a depth of understanding of
- Python for Machine Learning
- Various Machine Learning concepts & algorithms
- Working with Data for Machine Learning
Requirements
- Basic understanding of Python Programming is good to have.
Curriculum
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Introduction to Python
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Data structure & Data manipulation
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Linear Regression - Case study & Project
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KNN
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Decision Tree
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Random Forests
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Bagging & Boosting
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Support Vector Machine
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Clustering
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Logistic Regression
