Udemy Machine Learning in JavaScript with TensorFlow js BOOKWARE-SOFTiMAGE

By Pacman On Mar 11, 2020

Udemy Machine Learning in JavaScript with TensorFlow js BOOKWARE-SOFTiMAGE | Apps-Tutorials | CSV,MP4 | 2.54 GiB

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 Udemy.Machine.Learning.in.JavaScript.with.TensorFlow.js.BOOKWARE-SOFTiMAGE
 RELEASE DATE....: 11-03-2020
 RELEASE TYPE....: Tut
 RELEASE FORMAT..: Video
 https://www.udemy.com/course/machine-learning-in-javascript-with-tensorflow-js
 SOFTiMAGE is currently looking for: nothing but global peace!

File List (Click to Show)

139M	01 Introduction
25M	01 Introduction/001 Introduction What is TensorFlow.js.mp4
31M	01 Introduction/002 Course Overview.mp4
31M	01 Introduction/003 Machine Learning Concepts.mp4
53M	01 Introduction/004 Overview of Artificial Neural Networks.mp4
8.0K	01 Introduction/005 Lab TensorFlow Playground.html
4.0K	01 Introduction/006 Summary.html
4.0K	01 Introduction/external-assets-links.txt
189M	02 Installing and running TensorFlow.js
17M	02 Installing and running TensorFlow.js/007 TensorFlow.js environments.mp4
42M	02 Installing and running TensorFlow.js/008 Running TensorFlow.js in the browser.mp4
30M	02 Installing and running TensorFlow.js/009 WebGL optimisations in TensorFlow.js.mp4
94M	02 Installing and running TensorFlow.js/010 Running TensorFlow.js on Node.js.mp4
7.7M	02 Installing and running TensorFlow.js/011 Review.mp4
4.0K	02 Installing and running TensorFlow.js/012 Lab Install and run TensorFlow.js in the browser.html
8.0K	02 Installing and running TensorFlow.js/013 Lab Install and run TensorFlow.js on Node.js.html
4.0K	02 Installing and running TensorFlow.js/014 Summary.html
167M	03 TensorFlow.js Core Concepts
26M	03 TensorFlow.js Core Concepts/015 TensorFlow.js APIs.mp4
60M	03 TensorFlow.js Core Concepts/016 What is a Tensor.mp4
22M	03 TensorFlow.js Core Concepts/017 Tensor Math Operations  Ops API.mp4
52M	03 TensorFlow.js Core Concepts/018 Memory Management in TensorFlow.js.mp4
8.7M	03 TensorFlow.js Core Concepts/019 Review.mp4
8.0K	03 TensorFlow.js Core Concepts/020 Lab Tensor Math and Memory Management.html
4.0K	03 TensorFlow.js Core Concepts/021 Summary.html
356M	04 Data Preparation with TensorFlow.js
37M	04 Data Preparation with TensorFlow.js/022 Linear Regression.mp4
104M	04 Data Preparation with TensorFlow.js/023 Reading data from CSV.mp4
52M	04 Data Preparation with TensorFlow.js/024 Visualising the data.mp4
25M	04 Data Preparation with TensorFlow.js/025 Preparing Features and Labels.mp4
57M	04 Data Preparation with TensorFlow.js/026 Normalisation with TensorFlow.js.mp4
72M	04 Data Preparation with TensorFlow.js/027 Splitting into Training and Testing data.mp4
8.6M	04 Data Preparation with TensorFlow.js/028 Review.mp4
12K	04 Data Preparation with TensorFlow.js/029 Lab Prepare the Data.html
4.0K	04 Data Preparation with TensorFlow.js/030 Summary.html
2.5M	04 Data Preparation with TensorFlow.js/kc_house_data.csv
164M	05 Defining a model
38M	05 Defining a model/031 Introduction to Layers API.mp4
47M	05 Defining a model/032 Creating Layers in TensorFlow.js.mp4
37M	05 Defining a model/033 Inspecting a TensorFlow.js model.mp4
36M	05 Defining a model/034 Compiling the model.mp4
7.1M	05 Defining a model/035 Review.mp4
4.0K	05 Defining a model/036 Lab Creating a Model.html
4.0K	05 Defining a model/037 Summary.html
4.0K	05 Defining a model/linear-section-4-checkpoint.html
180M	06 Training and Testing in TensorFlow.js
19M	06 Training and Testing in TensorFlow.js/038 Introduction to Training and Testing.mp4
43M	06 Training and Testing in TensorFlow.js/039 Training with model.fit.mp4
63M	06 Training and Testing in TensorFlow.js/040 Visualising loss with tfjs-vis.mp4
50M	06 Training and Testing in TensorFlow.js/041 Testing with model.evaluate.mp4
7.4M	06 Training and Testing in TensorFlow.js/042 Training and testing review  lab.mp4
4.0K	06 Training and Testing in TensorFlow.js/043 Lab TensorFlow.js Training and Testing.html
4.0K	06 Training and Testing in TensorFlow.js/044 Summary.html
4.0K	06 Training and Testing in TensorFlow.js/linear-section-5-checkpoint.html
470M	07 TensorFlow.js Prediction
130M	07 TensorFlow.js Prediction/045 Integrating TensorFlow.js with a UI.mp4
99M	07 TensorFlow.js Prediction/046 Saving and loading a model.mp4
52M	07 TensorFlow.js Prediction/047 Making Predictions.mp4
99M	07 TensorFlow.js Prediction/048 Visualising Predictions.mp4
83M	07 TensorFlow.js Prediction/049 Non-linear Regression.mp4
8.8M	07 TensorFlow.js Prediction/050 Prediction review  labs.mp4
16K	07 TensorFlow.js Prediction/051 Lab TensorFlow.js predictions.html
4.0K	07 TensorFlow.js Prediction/052 Lab Beyond Linear Regression.html
4.0K	07 TensorFlow.js Prediction/053 Lab (optional) Training without Layers API.html
4.0K	07 TensorFlow.js Prediction/054 Summary.html
4.0K	07 TensorFlow.js Prediction/linear-section-6-checkpoint.html
486M	08 Binary Classification
21M	08 Binary Classification/055 Introduction Binary Classification.mp4
139M	08 Binary Classification/056 Visualising Classification Data.mp4
85M	08 Binary Classification/057 Preparing Multiple Features.mp4
29M	08 Binary Classification/058 Binary Classification Model.mp4
161M	08 Binary Classification/059 Visualising Classification with Heatmaps.mp4
41M	08 Binary Classification/060 Binary Classification Predictions.mp4
13M	08 Binary Classification/061 Binary Classification Review  Lab.mp4
16K	08 Binary Classification/062 Lab TensorFlow.js Binary Classification.html
4.0K	08 Binary Classification/063 Summary.html
12K	08 Binary Classification/binary.html
8.0K	08 Binary Classification/kc_waterfronts_fake.csv
284M	09 Multi-class Classification
45M	09 Multi-class Classification/064 Introduction Multi-class Classification.mp4
53M	09 Multi-class Classification/065 One hot encoding.mp4
24M	09 Multi-class Classification/066 Multi-class classification model.mp4
117M	09 Multi-class Classification/067 Visualising Multi-class Predictions.mp4
37M	09 Multi-class Classification/068 Multi-class prediction.mp4
9.0M	09 Multi-class Classification/069 Multi-class Classification Review  Lab.mp4
8.0K	09 Multi-class Classification/070 Lab TensorFlow.js Multi-class Classification.html
4.0K	09 Multi-class Classification/071 Summary.html
16K	09 Multi-class Classification/multi.html
92M	10 Conclusion  Next Steps
36M	10 Conclusion  Next Steps/072 Course Review.mp4
57M	10 Conclusion  Next Steps/073 Next steps with TensorFlow.js.mp4
8.0K	10 Conclusion  Next Steps/074 Resources for going deeper with TensorFlow.js.html
2.5G	total

File: 001 Introduction What is TensorFlow.js.mp4
Size: 26006143 bytes (24.80 MiB), duration: 00:05:22, avg.bitrate: 646 kb/s
Audio: aac, 44100 Hz, stereo (und)
Video: h264, yuv420p, 1280x720, 30.00 fps(r) (und)

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