Lynda - Learning TensorFlow with JavaScript [AhLaN]

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Lynda - Learning TensorFlow with JavaScript [AhLaN] Exercise Files
  • Icon_ (0.0 KB)
    • CH1 01_05 end
    • index.html (0.4 KB)
    • index.js (0.0 KB)
    CH2 02_01 begin
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    • index.js (0.1 KB)
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    • index.html (0.4 KB)
    • index.js (0.3 KB)
    CH3 03_01
    • .babelrc (0.2 KB)
    • data.js (5.0 KB)
    • index.html (2.0 KB)
    • index.js (9.8 KB)
    • package.json (0.7 KB)
    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    03_02
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    • index.js (9.8 KB)
    • package.json (0.7 KB)
    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    03_03
    • .babelrc (0.2 KB)
    • data.js (5.0 KB)
    • index.html (2.0 KB)
    • index.js (9.8 KB)
    • package.json (0.7 KB)
    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    03_04
    • .babelrc (0.2 KB)
    • data.js (5.0 KB)
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    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    03_05
    • .babelrc (0.2 KB)
    • data.js (5.0 KB)
    • index.html (2.0 KB)
    • index.js (9.8 KB)
    • package.json (0.7 KB)
    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    CH4 04_02
    • .babelrc (0.2 KB)
    • data.js (5.0 KB)
    • index.html (2.0 KB)
    • index.js (9.8 KB)
    • keras.js (0.1 KB)
    • package.json (0.7 KB)
    • README.md (0.7 KB)
    • ui.js (3.9 KB)
    • yarn.lock (150.6 KB)
    3 - 2. TensorFlow Basics
    • 10 - Operations, or ops.mp4 (15.0 MB)
    • 08 - Your first tensor.mp4 (6.7 MB)
    • 09 - Tensors and variables.mp4 (11.4 MB)
    • 11 - Model introduction.mp4 (13.5 MB)
    • 12 - Layers introduction.mp4 (12.0 MB)
    1 - Introduction
    • 01 - Learning TensorFlow.mp4 (5.3 MB)
    • 02 - Course prerequisites.mp4 (1.2 MB)
    2 - 1. Introduction and Setup
    • 03 - Introduction to TensorFlow.mp4 (3.3 MB)
    • 04 - Differences between versions.mp4 (1.9 MB)
    • 05 - Introduction to machine learning.mp4 (4.6 MB)
    • 06 - A TensorFlow demo.mp4 (9.3 MB)
    • 07 - Initial project creation with TensorFlow.mp4 (12.3 MB)
    • Seed Me!!.png (42.0 KB)
      • 4 - 3. Exploration of a Full Project
      • 13 - Import example project.mp4 (5.1 MB)
      • 14 - Exploration of the dataset.mp4 (11.5 MB)
      • 15 - Exploration of the models and layers.mp4 (7.4 MB)
      • 16 - Exploration of training the model.mp4 (11.3 MB)
      • 17 - See the live example.mp4 (11.0 MB)
      5 - 4. Advanced Subjects
      • 18 - Use Python-based models in JS.mp4 (10.3 MB)
      • 19 - Convert SavedModel to web.mp4 (7.5 MB)
      6 - Conclusion
      • 20 - Next steps.mp4 (1.8 MB)
    • AhLaN.txt (0.2 KB)

Description

---------------------------------------------------------------------------------

-----------------------------------------------------------------------------------
Proudly Presents
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Lynda - Learning TensorFlow with JavaScript [AhLaN]





SUPPLiER.......: WWW RELEASE DATE......: 31/07/20
Uploader.......: abidmail Collector.........: abidmail





... RELEASE iNFORMATiON ...


GENERAL INFO
Instructor : Emmanuel Henri
Duration : 57m
Released : 9/7/2018
Source : https://www.lynda.com/TensorFlow-tutorials/Learning-TensorFlow-JavaScript/737783-2.html

... About This Course ...

JavaScript developers can use the TensorFlow framework to create a machine learning (ML) project. This course introduces you to ML basics, and demonstrates how to set up and use TensorFlow to train a model and generate live results. Emmanuel Henri shows how to create a new project; how to work with different tensor types, variables, models, and layers; how to import a project and explore datasets; how TensorFlow executes model training; how to convert a saved model for the web; and more.

Topics include:
Using TensorFlow
Machine learning (ML) basics
Creating a project with TensorFlow
Working with tensors and variables
TensorFlow ML operations
Working with models and layers
Importing a project
Exploring datasets
Training a model
Using Python-based models in JS
Converting SavedModel to web






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Lynda - Learning TensorFlow with JavaScript [AhLaN]

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163.6 MB
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Lynda - Learning TensorFlow with JavaScript [AhLaN]

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