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All videos of Machine Learning with Python for AI & ML Exam

Machine Learning with Python

Practical Machine Learning Tutorial with Python Intro p.1

05:55 min

Regression Intro - Practical Machine Learning Tutorial with Python p.2

10:58 min

Regression Features and Labels - Practical Machine Learning Tutorial with Python p.3

10:17 min

Regression Training and Testing - Practical Machine Learning Tutorial with Python p.4

16:26 min

Regression forecasting and predicting - Practical Machine Learning Tutorial with Python p.5

14:28 min

Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6

06:25 min

Regression How it Works - Practical Machine Learning Tutorial with Python p.7

07:57 min

How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8

11:44 min

How to program the Best Fit Line - Practical Machine Learning Tutorial with Python p.9

07:35 min

R Squared Theory - Practical Machine Learning Tutorial with Python p.10

08:36 min

Programming R Squared - Practical Machine Learning Tutorial with Python p.11

07:01 min

Testing Assumptions - Practical Machine Learning Tutorial with Python p.12

20:33 min

Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13

11:11 min

K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14

21:41 min

Euclidean Distance - Practical Machine Learning Tutorial with Python p.15

06:53 min

Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16

09:15 min

Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17

10:17 min

Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18

13:17 min

Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19

14:37 min

Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20

08:31 min

Understanding Vectors - Practical Machine Learning Tutorial with Python p.21

06:07 min

Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22

10:07 min

Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23

15:35 min

Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24

28:20 min

Creating an SVM from scratch - Practical Machine Learning Tutorial with Python p.25

10:16 min

SVM Optimization - Practical Machine Learning Tutorial with Python p.27

17:37 min

SVM Training - Practical Machine Learning Tutorial with Python p.26

14:23 min

Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28

28:50 min

Kernels Introduction - Practical Machine Learning Tutorial with Python p.29

15:22 min

Why Kernels - Practical Machine Learning Tutorial with Python p.30

21:19 min

Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31

18:21 min

SVM Parameters - Practical Machine Learning Tutorial with Python p.33

17:28 min

Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32

11:11 min

Clustering Introduction - Practical Machine Learning Tutorial with Python p.34

20:15 min

Handling Non-Numeric Data - Practical Machine Learning Tutorial with Python p.35

16:50 min

K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36

17:09 min

Custom K Means - Practical Machine Learning Tutorial with Python p.37

14:09 min

K Means from Scratch - Practical Machine Learning Tutorial with Python p.38

14:59 min

Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39

11:42 min

Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40

22:48 min

Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41

17:27 min

Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42

29:22 min

Deep Learning with Neural Networks and TensorFlow Introduction

22:33 min

TensorFlow Basics - Deep Learning with Neural Networks p. 2

15:50 min

Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1

27:46 min

Running our Network - Deep Learning with Neural Networks and TensorFlow

25:15 min

Neural Network Model - Deep Learning with Neural Networks and TensorFlow

32:51 min

Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5

13:02 min

Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7

12:22 min

Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6

22:49 min

Using More Data - Deep Learning with Neural Networks and TensorFlow part 8

25:13 min

Installing the GPU version of TensorFlow for making use of your CUDA GPU

15:54 min

Installing CPU and GPU TensorFlow on Windows

18:16 min

Recurrent Neural Networks (RNN) - Deep Learning with Neural Networks and TensorFlow 10

12:38 min

RNN Example in Tensorflow - Deep Learning with Neural Networks 11

14:20 min

Convolutional Neural Networks Basics - Deep Learning withTensorFlow 12

09:11 min

Convolutional Neural Networks with TensorFlow - Deep Learning with Neural Networks 13

25:07 min

TFLearn - Deep Learning with Neural Networks and TensorFlow p. 14

27:36 min

Intro - Training a neural network to play a game with TensorFlow and Open AI

12:32 min

Training Data - Training a neural network to play a game with TensorFlow and Open AI p.2

12:07 min

Testing Network - Training a neural network to play a game with TensorFlow and Open AI p.4

16:16 min

Training Model - Training a neural network to play a game with TensorFlow and Open AI p.3

14:38 min

Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1

12:51 min

Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2

09:05 min

Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3

19:02 min

Using our Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 4

10:51 min

Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1

11:35 min

Reading Files - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.2

20:55 min

Visualizing - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.3

09:42 min

Resizing Data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.4

13:35 min

Preprocessing data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.5

10:55 min

Running the Network - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.6

29:22 min

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Video lectures for Machine Learning with Python 2024 is part of AI & ML exam preparation. The videos have been prepared according to the AI & ML exam syllabus. The Video lectures, notes, tests & MCQs are made for AI & ML 2024 Exam. Find important definitions, questions, notes, meanings, examples, exercises, MCQs and online tests here.

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