Hands-On Image Recognition: Python Data Science Bootcamp

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This course is designed for those interested to learn how to program an image recognition feature using Python.

Hands On Image Recognition Python Data Science Bootcamp

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About This Courseintermediate

Let’s learn how to perform automated image recognition!

In this course, you learn how to code in Python, calculate linear regression with TensorFlow, and perform CIFAR 10 image data and recognition. We interweave theory with practical examples so that you learn by doing.

AI is a code that mimics certain tasks. You can use AI to predict trends like the stock market.

Automating tasks has exploded in popularity since TensorFlow became available to the public (like you and me!) AI like TensorFlow is great for automated tasks including facial recognition.

One farmer used the machine model to pick cucumbers!

What are the requirements?

  • PyCharm Community Edition 2017.2.3

What will I learn?

  • Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.
  • Learn TensorFlow and how to build models of linear regression.
  • Make an image recognition model with CIFAR.

Who is the target audience?

  • Beginners who want to learn to use Artificial Intelligence.
  • Prior coding experience is helpful.
  • Topics involve intermediate math, so familiarity with university-level math is very helpful.

 

Our Promise to You

By the end of this course, you will have learned how to program image-recognition feature using Python.

30 Day Money Back Guarantee. If you are unsatisfied for any reason, simply contact us and we’ll give you a full refund. No questions asked.

Get started today and learn more about programming image recognition feature using Python.

Course Curriculum

Course Sections

Course Trailer

What Is Python Artificial Intelligence?

Installing Python And Pycharm

How To Use Pycharm

Intro And Variables

Multi-value Variables

Control Flow

Functions

Classes And Wrap Up

Source Files

Installing TensorFlow

Intro And Set Up

What Is TensorFlow

Constant And Operation Nodes

Placeholder Nodes

Variable Nodes

How To Create Linear Regression Model

Building Linear Regression Model

Source Files

Introduction

Project Overview

Important CIFAR Packages

Displaying Images With PIL

Retrieving CIFAR 10 Data

Installing Matplotlib

Playing With CIFAR Images

Building The Model

Building Training Data And Training The Model

Testing The Model

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About The Instructor

John

John Bura has been programming games since 1997 and teaching since 2002. John is the owner of the game development studio Mammoth Interactive. This company produces XBOX 360, iPhone, iPad, Android, HTML 5, ad-games and more. Mammoth Interactive recently sold a game to Nickelodeon! John has been contracted by many different companies to provide game design, audio, programming, level design and project management. To this day, John has 40 commercial games that he has contributed to. Several of the games he has produced has risen to the top 10 in the Apple's app store. In his spare time, John likes to play ultimate Frisbee, cycle and work out.