 | Practical Machine Learning Tutorial with Python Intro p.1FREE Video | 05:55 min |  |
|
 | Regression Intro - Practical Machine Learning Tutorial with Python p.2FREE Video | 10:58 min |  |
|
 | Regression Features and Labels - Practical Machine Learning Tutorial with Python p.3FREE Video | 10:17 min |  |
|
 | Regression Training and Testing - Practical Machine Learning Tutorial with Python p.4FREE Video | 16:26 min |  |
|
 | Regression forecasting and predicting - Practical Machine Learning Tutorial with Python p.5FREE Video | 14:28 min |  |
|
 | Pickling and Scaling - Practical Machine Learning Tutorial with Python p.6FREE Video | 06:25 min |  |
|
 | Regression How it Works - Practical Machine Learning Tutorial with Python p.7FREE Video | 07:57 min |  |
|
 | How to program the Best Fit Slope - Practical Machine Learning Tutorial with Python p.8FREE Video | 11:44 min |  |
|
 | How to program the Best Fit Line - Practical Machine Learning Tutorial with Python p.9FREE Video | 07:35 min |  |
|
 | R Squared Theory - Practical Machine Learning Tutorial with Python p.10FREE Video | 08:36 min |  |
|
 | Programming R Squared - Practical Machine Learning Tutorial with Python p.11FREE Video | 07:01 min |  |
|
 | Testing Assumptions - Practical Machine Learning Tutorial with Python p.12FREE Video | 20:33 min |  |
|
 | Classification w/ K Nearest Neighbors Intro - Practical Machine Learning Tutorial with Python p.13FREE Video | 11:11 min |  |
|
 | K Nearest Neighbors Application - Practical Machine Learning Tutorial with Python p.14FREE Video | 21:41 min |  |
|
 | Euclidean Distance - Practical Machine Learning Tutorial with Python p.15FREE Video | 06:53 min |  |
|
 | Creating Our K Nearest Neighbors Algorithm - Practical Machine Learning with Python p.16FREE Video | 09:15 min |  |
|
 | Writing our own K Nearest Neighbors in Code - Practical Machine Learning Tutorial with Python p.17FREE Video | 10:17 min |  |
|
 | Applying our K Nearest Neighbors Algorithm - Practical Machine Learning Tutorial with Python p.18FREE Video | 13:17 min |  |
|
 | Final thoughts on K Nearest Neighbors - Practical Machine Learning Tutorial with Python p.19FREE Video | 14:37 min |  |
|
 | Support Vector Machine Intro and Application - Practical Machine Learning Tutorial with Python p.20FREE Video | 08:31 min |  |
|
 | Understanding Vectors - Practical Machine Learning Tutorial with Python p.21FREE Video | 06:07 min |  |
|
 | Support Vector Assertion - Practical Machine Learning Tutorial with Python p.22FREE Video | 10:07 min |  |
|
 | Support Vector Machine Fundamentals - Practical Machine Learning Tutorial with Python p.23FREE Video | 15:35 min |  |
|
 | Support Vector Machine Optimization - Practical Machine Learning Tutorial with Python p.24FREE Video | 28:20 min |  |
|
 | Creating an SVM from scratch - Practical Machine Learning Tutorial with Python p.25FREE Video | 10:16 min |  |
|
 | SVM Optimization - Practical Machine Learning Tutorial with Python p.27FREE Video | 17:37 min |  |
|
 | SVM Training - Practical Machine Learning Tutorial with Python p.26FREE Video | 14:23 min |  |
|
 | Completing SVM from Scratch - Practical Machine Learning Tutorial with Python p.28FREE Video | 28:50 min |  |
|
 | Kernels Introduction - Practical Machine Learning Tutorial with Python p.29FREE Video | 15:22 min |  |
|
 | Why Kernels - Practical Machine Learning Tutorial with Python p.30FREE Video | 21:19 min |  |
|
 | Soft Margin SVM - Practical Machine Learning Tutorial with Python p.31FREE Video | 18:21 min |  |
|
 | SVM Parameters - Practical Machine Learning Tutorial with Python p.33FREE Video | 17:28 min |  |
|
 | Soft Margin SVM and Kernels with CVXOPT - Practical Machine Learning Tutorial with Python p.32FREE Video | 11:11 min |  |
|
 | Clustering Introduction - Practical Machine Learning Tutorial with Python p.34FREE Video | 20:15 min |  |
|
 | Handling Non-Numeric Data - Practical Machine Learning Tutorial with Python p.35FREE Video | 16:50 min |  |
|
 | K Means with Titanic Dataset - Practical Machine Learning Tutorial with Python p.36FREE Video | 17:09 min |  |
|
 | Custom K Means - Practical Machine Learning Tutorial with Python p.37FREE Video | 14:09 min |  |
|
 | K Means from Scratch - Practical Machine Learning Tutorial with Python p.38FREE Video | 14:59 min |  |
|
 | Mean Shift Intro - Practical Machine Learning Tutorial with Python p.39FREE Video | 11:42 min |  |
|
 | Mean Shift with Titanic Dataset - Practical Machine Learning Tutorial with Python p.40FREE Video | 22:48 min |  |
|
 | Mean Shift from Scratch - Practical Machine Learning Tutorial with Python p.41FREE Video | 17:27 min |  |
|
 | Mean Shift Dynamic Bandwidth - Practical Machine Learning Tutorial with Python p.42FREE Video | 29:22 min |  |
|
 | Deep Learning with Neural Networks and TensorFlow IntroductionFREE Video | 22:33 min |  |
|
 | TensorFlow Basics - Deep Learning with Neural Networks p. 2FREE Video | 15:50 min |  |
|
 | Installing TensorFlow (OPTIONAL) - Deep Learning with Neural Networks and TensorFlow p2.1FREE Video | 27:46 min |  |
|
 | Running our Network - Deep Learning with Neural Networks and TensorFlowFREE Video | 25:15 min |  |
|
 | Neural Network Model - Deep Learning with Neural Networks and TensorFlowFREE Video | 32:51 min |  |
|
 | Processing our own Data - Deep Learning with Neural Networks and TensorFlow part 5FREE Video | 13:02 min |  |
|
 | Training/Testing on our Data - Deep Learning with Neural Networks and TensorFlow part 7FREE Video | 12:22 min |  |
|
 | Preprocessing cont'd - Deep Learning with Neural Networks and TensorFlow part 6FREE Video | 22:49 min |  |
|
 | Using More Data - Deep Learning with Neural Networks and TensorFlow part 8FREE Video | 25:13 min |  |
|
 | Installing the GPU version of TensorFlow for making use of your CUDA GPUFREE Video | 15:54 min |  |
|
 | Installing CPU and GPU TensorFlow on WindowsFREE Video | 18:16 min |  |
|
 | Recurrent Neural Networks (RNN) - Deep Learning with Neural Networks and TensorFlow 10FREE Video | 12:38 min |  |
|
 | RNN Example in Tensorflow - Deep Learning with Neural Networks 11FREE Video | 14:20 min |  |
|
 | Convolutional Neural Networks Basics - Deep Learning withTensorFlow 12FREE Video | 09:11 min |  |
|
 | Convolutional Neural Networks with TensorFlow - Deep Learning with Neural Networks 13FREE Video | 25:07 min |  |
|
 | TFLearn - Deep Learning with Neural Networks and TensorFlow p. 14FREE Video | 27:36 min |  |
|
 | Intro - Training a neural network to play a game with TensorFlow and Open AIFREE Video | 12:32 min |  |
|
 | Training Data - Training a neural network to play a game with TensorFlow and Open AI p.2FREE Video | 12:07 min |  |
|
 | Testing Network - Training a neural network to play a game with TensorFlow and Open AI p.4FREE Video | 16:16 min |  |
|
 | Training Model - Training a neural network to play a game with TensorFlow and Open AI p.3FREE Video | 14:38 min |  |
|
 | Intro and preprocessing - Using Convolutional Neural Network to Identify Dogs vs Cats p. 1FREE Video | 12:51 min |  |
|
 | Building the Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 2FREE Video | 09:05 min |  |
|
 | Training - Using Convolutional Neural Network to Identify Dogs vs Cats p. 3FREE Video | 19:02 min |  |
|
 | Using our Network - Using Convolutional Neural Network to Identify Dogs vs Cats p. 4FREE Video | 10:51 min |  |
|
 | Introduction - 3D Convolutional Neural Network w/ Kaggle Lung Cancer Detection Competiton p.1FREE Video | 11:35 min |  |
|
 | Reading Files - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.2FREE Video | 20:55 min |  |
|
 | Visualizing - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.3FREE Video | 09:42 min |  |
|
 | Resizing Data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.4FREE Video | 13:35 min |  |
|
 | Preprocessing data - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.5FREE Video | 10:55 min |  |
|
 | Running the Network - 3D Convolutional Neural Network w/ Kaggle and 3D medical imaging p.6FREE Video | 29:22 min |  |
|