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116 Students

Description

What Will You 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

Requirements

  • Windows PC, Mac OS, or Linux
  • PyCharm Community Edition 2017.2.3.
  • NFT Certificate
  • 25 Lessons
  • Beginner
  • English
  • 4.4 Rating
  • +100 XP

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Curriculum

Course consist of total 5h 22min of content, in total.

Section 1: Python Image Recognition
2:44:07
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

About the Instructor

John Bura

Web/App/Game Developer

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.

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