Beginners Machine Learning Masterclass with Tensorflow JS
A Comprehensive Introduction to Machine Learning with TensorFlow JS for Beginners
Created by John Bura
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Skill level
All levels
02
Sections
10
03
Lectures
37
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Instructor
John Bura
What's inside
This course includes.
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10
Sections
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37
Lectures
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37
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 00a Course Overview 5 lectures
00-01 What You'll Learn
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00-02 What Is Tensorflow Js
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00-03 Load Tensorflow Object
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01 What Is Machine Learning
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Full Course Source Files
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+ 01a Build Your First Tensors 5 lectures
00 Linear Algebra For Machine Learning
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01 Build Tensors
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02 Tensor Utility Methods
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03 Perform Math With Tensors
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Source Files
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+ 01b Visualize Data 3 lectures
01b-01 Build A Scatter Plot
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01b-02 Build A Bar Chart
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01b-03 Build A Histogram
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+ 01c Train a Simple Model 3 lectures
01c-01 Build Sample Data
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01c-02 Build The Model
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01c-03 Make A Prediction
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+ 01d Generate and Visualize Data 2 lectures
01d-01 Generate Data
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01d-02 Visualize Data
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+ 02 Build a Linear Regression Model 4 lectures
02-00 What Is Linear Regression
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02-01 Prepare Training Data
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02-02 Build The Model
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02-03 Make A Prediction
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+ 02b Visualize Linear Regression with User Input 5 lectures
02b-01 Set Up The Canvas
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02b-02 Draw A Data Sample
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02b-03 Create Loss And Prediction Functions
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02b-04 Collect User Input For Data
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02b-05 Visualize Linear Regression With Dynamic Data
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+ 03 Visualize Polynomial Regression with User Input 2 lectures
03-01 Set Up The Canvas
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03-02 Visualize Linear Regression With Dynamic Data
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+ 04 Polynomial Regression 5 lectures
04-01 Generate Samples
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04-02 Generate A Prediction Equation With Weights
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04-03 Train The Model
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04-04 Visualize Predictions
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04-05 Visualize Prediction Error
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+ 05 K Nearest Neighbors Image Classification with Tensorflow JS 3 lectures
05-01 Load Models Into Html
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05-02 Train Model On Images
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05-03 Make A Prediction
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Description
About this course.
Course Title: "Beginners Machine Learning Masterclass with TensorFlow.js"
Course Description:
Embark on an enriching journey into the realm of machine learning with our comprehensive course, "Beginners Machine Learning Masterclass with TensorFlow.js." Tailored for individuals new to the field, this program offers an immersive experience in machine learning concepts and practical applications using TensorFlow.js, a JavaScript library designed for browser-based machine learning.
Join us in the "Beginners Machine Learning Masterclass with TensorFlow.js" and unlock the exciting potential of machine learning in a beginner-friendly and interactive learning environment.
Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
A Comprehensive Introduction to Machine Learning with TensorFlow JS for Beginners