Machine learning with Python
Machine learning with Python
Learning Outcomes
After attending the course, the participants:
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Will be able to demonstrate understanding of Machine Learning and its different variants
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Will be able to demonstrate understanding of regression models and will be able apply them on real world problems
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Will be able to demonstrate understanding of various classification models and will be apply them on real world problems.
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Will be able to demonstrate understanding of variants of clustering models and will be able to apply them on real world problems.
Details Plan:
• Introduction to Machine Learning.
• Regression
• Classification
• Clustering.
• Dimensionality Reduction
• Principal Component Analysis Feature Selection
Pre-requisite:
● Basic Python Programming Knowledge
● Some exposure to Numpy, Pandas etc.
Duration
● 20 Hours