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251 Students
25 Lessons
Beginner

What You Will Learn?

  • How to Code Using Python
  • How to Build Models of Linear Regression in TensorFlow
  • How to Make an Image Recognition Model Using CIFAR-10

Curriculum

5h 22m
Section 1: Python Image Recognition
2:44:05
Section 2: TensorFlow Basics
1:21:40
Intro and Setup
04:11
What is Tensorflow
13:28
Constant and Operation Nodes
14:27
Placeholder Nodes
11:06
Variable Nodes
08:22
How to Create a Linear Regression Model
05:48
Building Linear Regression Model
24:18
Section 3: Image Recognition (CIFAR-10)
1:17:02
Introduction
03:10
Project Overview
03:01
Important CIFAR Packages
08:35
Displaying Images with PIL
07:30
Retrieving CIFAR 10 Data
09:32
Playing with CIFAR Images
08:57
Building the Model
14:14
Building Training Data and Training the Model
08:24
Testing the Model
13:39

Description

Requirements

  • Windows PC, Mac OS, or Linux
  • PyCharm Community Edition 2017.2.3.

About the Instructor

John Bura

Web/App/Game Developer
Reviews 267
Students 152,505
Massive audience
Courses 12

John Bura is a popular education instructor with more than 15 years of experience. Started programming games from 1997, now he has over 20 years of experience in this field. Also, he is a founder of Mammoth Interactive – a game development studio that produces XBOX 360, iPad, iPhone, Android, HTML 5, ad-games and more. In total, Mammoth Interactive has helped over 30,000 people to learn new skills. Till now, John Bura has contributed to 40 commercial games ranking at the top 10 in the App store. He is also providing consulting services on game and level design, project management, and programming.

John holds a Bachelor's degree from the University of Calgary. He loves to workout, enjoys cycling and playing ultimate Frisbee.

So don’t miss a chance to learn from this amazing instructor. On BitDegree, you can choose from various John Bura’s courses to take your knowledge to the next level. John will teach you programming languages like Python, CSS, HTML, JavaScript, and others.

BitDegree platform reviews

Our students say Excellent
9.5 out of 10
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