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Beginners Machine Learning Masterclass with Tensorflow JS

Course Details
Trainer Name

John Bura

Skill Area

Digital Technologies and Digital Transformation

Reviews

4.5 (1 Rating)

Course Requirements

Javascript basics
Some high school maths

Course Description

This course has been designed by a specialist team of software developers who are passionate about using JavaScript with Machine Learning. We will guide you through complex topics in a practical way, and reinforce learning with in-depth labs and quizzes.
This is the tutorial you've been looking for to become a modern JavaScript machine learning master in 2020. It doesn’t just cover the basics; by the end of this course you will have advanced machine learning knowledge you can use in your resume. From absolute zero knowledge to master - join the TensorFlow.js revolution.

Course Outcomes

1.Machine Learning in Javascript
2.Why TensorFlow for JavaScript is a game changer
3.Data preparation for machine learning

Course Curriculum

1 Perform Math with Tensors

2 Tensor Utility Methods

3 Build Tensors

4 Linear Algebra for Machine Learning.mp4

1 Train Model on Images

2 Load Models into HTML

1 Visualize Prediction Error.mp4

2 Visualize Predictions.mp4

3 Train the Model.mp4

4 Generate a Prediction Equation with Weights.mp4

5 Generate Samples.mp4

1 Visualize Linear Regression with Dynamic Data.mp4

2 Set Up the Canvas.mp4

1 Create Loss and Prediction Functions

2 Visualize Linear Regression with Dynamic Data

3 Collect User Input for Data

4 Draw a Data Sample

5 Set Up the Canvas

1 Make a Prediction.mp4

2 Build the Model.mp4

3 Prepare Training Data.mp4

4 What is Linear Regression.mp4

1 Visualize Data

2 Generate Data

1 Build Sample Data

2 Make a Prediction

3 Build the Model

1 Build a Histogram

2 Build a Bar Chart

3 Build a Scatter Plot.mp4

1 Load Tensorflow Object.mp4

2 What is TensorFlow JS.mp4

3 What You'll Learn.mp4

4 What Is Machine Learning.mp4

1 ronnie rowlands - Maaz Muhammad - 08 08 This Keyword

2 ronnie rowlands - Maaz Muhammad - 08 06 Scoping

3 ronnie rowlands - Maaz Muhammad - 08 11 Section Summary

4 ronnie rowlands - Maaz Muhammad - 08 10 Coding Challenge Solution

5 ronnie rowlands - Maaz Muhammad - 08 09 Coding Challenge

6 ronnie rowlands - Maaz Muhammad - 08 07 Scope Chain

7 ronnie rowlands - Maaz Muhammad - 08 05 Hoisting

8 ronnie rowlands - Maaz Muhammad - 08 04 Creation and Execution Phases

9 ronnie rowlands - Maaz Muhammad - 08 03 Execution Contexts and Execution Stack

10 ronnie rowlands - Maaz Muhammad - 08 02 Javasript Parsers and Engines

11 ronnie rowlands - Maaz Muhammad - 08 01 What will we learn in this section

1 ronnie rowlands - Maaz Muhammad - 07 06 Section Summary

2 ronnie rowlands - Maaz Muhammad - 07 05 Coding Challenge Solution

3 ronnie rowlands - Maaz Muhammad - 07 04 Coding Challenge

4 ronnie rowlands - Maaz Muhammad - 07 03 Iteration

5 ronnie rowlands - Maaz Muhammad - 07 02 Loops

6 ronnie rowlands - Maaz Muhammad - 07 01 What will we learn in this section

1 Section Summary.mp4

2 Coding Challenge Solution.mp4

3 Objects vs Primitives.mp4

4 Coding Challenge.mp4

5 Objects and Methods.mp4

6 Objects and Properties.mp4

7 What will we learn in this section.mp4

1 Function Statements and Expressions.mp4

2 Section Summary.mp4

3 Coding Challenge Solution.mp4

4 Coding Challenge.mp4

5 Arrays.mp4

6 Functions.mp4

7 What will we learn in this section.mp4

1 What will we learn in this section.mp4

2 Section Summary.mp4

3 Coding Challenge Solution.mp4

4 Coding Challenge.mp4

5 Equality Operators.mp4

6 Truthy and Falsie Values.mp4

7 Switch Statements.mp4

8 Boolean Logic.mp4

9 If Else Statements.mp4

1 Section Summary.mp4

2 Coding Challenge Solution.mp4

3 Coding Challenge.mp4

4 Operator Precedence.mp4

5 Basic Operators.mp4

6 What will we learn in this section.mp4

1 Data Types.mp4

2 Section Summary.mp4

3 Coding Challenge Solution.mp4

4 Coding Challenge.mp4

5 Type Coercion.mp4

6 Variable Mutation.mp4

7 Variables.mp4

8 What will we learn in this section.mp4

1 Course Requirements.mp4

2 Quick Win.mp4

3 Why should you learn JavaScript.mp4

4 Introduction of the instructor.mp4

5 Introduction to the Course.mp4

Trainer

Trainer Name

John Bura

4.5 Rating
1 Reviews

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This course includes:

  • Duration: 9 Hours 32 Min

  • Skill Level: Beginner

  • Lectures: 94 lessons

  • Enrolled: 100 learners

  • Certificate of Completion

  • Lifetime access

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