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Machine Learning

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Category Online Courses

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Course Content

1: Introduction

Introduction to Machine Learning

2: Python for data analysis

3: Python for data visualization

Matplotlib (Part-1)

Matplotlib (Part-2)

4: Linear Regression

Linear Regression (Part-1)

Linear Regression (Part-2)

5: K Nearest Neighbors

Introduction to Supervised Learning

K Nearest Neighbors

6: Comparing different classification models

Comparing classification models (Part-1)

Comparing classification models (Part-2)

Comparing classification models (Part-3)

7: K Means Clustering

K-means clustering Part 1

K-means clustering (Part-2)

8: Unsupervised Learning

Apriori Algorithm (Part-1)

Apriori Algorithm (Part-2)

9: Project 1

Character Recognizer

10: Project 2

Species Recognizer

11: Project 3

Face detection (Part-1)

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