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6. Linear Regression Algorithm.vtt

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Udemy - Complete Machine Learning and Data Science With Python ML A-Z

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1 - Introduction

10 - Project Customer Segmentation using Clustering

11 - Project Fake News Detection using machine learning Python

12 - Project COVID19 Coronavirus Infection Probability using machine learning

13 - Miscellaneous

14 - Python Crash Course

2 - Installation and Colab

3 - Python for Data Analysis Numpy

4 - Python for Data Analysis Pandas

5 - Python for Data Visualization Matplotlib

6 - Supervised Machine Learning

22 - What is Supervised Machine Learning and Linear Regression Algorithm English.vtt

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6 months ago

Udemy - Machine Learning Using Python Programming

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1 - Introduction to Machine Learning

10 - Support Vector Machines

11 - K Nearest Neighbors for Classification and Regression

12 - Decision Tree Classifier Algorithm

13 - Random Forest Classifier Algorithm

14 - Naive Bayes Algorithm

15 - Resources

Notebooks

16 - KMeans Clustering

2 - Types of Machine Learning

3 - The Machine Learning Pipeline

4 - Numpy Library

5 - Pandas Library

6 - Analysis of Datasets using Pandas and Matplotlib Library

7 - The Scikitlearn Library and Preprocessing Techniques

8 - Supervised Learning Linear Regression

33 - 32 Analysis of Linear Regression English.vtt

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34 - Use of Gradient Descent Optimizer English.vtt

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35 - The Gradient Descent Optimizer Algorithm English.vtt

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36 - 33 Demand vs Price Problem to understand Linear Regression English.vtt

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37 - 34 Implementation of Linear Regression I English.vtt

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38 - 35 Implementation of Linear Regression II English.vtt

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39 - 36 Visualizing the LBF using matplotlib English.vtt

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9 - Logistic Regression for Classification Problems

40 - 37 Why does Linear Regression fail for a classification problem English.vtt	VTT	11.2 KB
41 - 38 The Sigmoid function in Logistic Regression English.vtt	VTT	6.3 KB
42 - 39 The Confusion Matrix English.vtt	VTT	14.2 KB
43 - 40 Implementation of Logistic Regression I English.vtt	VTT	20.2 KB
44 - 41 Creating an heatmap of the confusion matrix English.vtt	VTT	4.1 KB