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!
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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