Hands-On Machine Learning: Learn TensorFlow, Python, & Java!

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John Bura,Mammoth Interactive

8:28:05

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1 - Update Resources

1 - Resources.html

1 - Resources-from-Mammoth-Interactive.zip

2 - Intro to Android Studio

2 - Intro to Android and Topics List.mp4

02:25

3 - Downloading and Installing Android Studio.mp4

06:44

4 - Exploring Interface.mp4

12:12

5 - Setting up Emulator and Running Project.mp4

06:43

3 - Intro to Java

6 - Java Language Basics.mp4

02:46

7 - Variable Types.mp4

14:00

8 - Operations on Variables.mp4

10:49

9 - Arrays and Lists.mp4

09:26

10 - Array and List Operations.mp4

08:00

11 - If and Switch Statements.mp4

11:34

12 - While Loops.mp4

10:09

13 - For Loops.mp4

08:51

14 - Functions Intro.mp4

08:39

15 - Parameters and Return Values.mp4

07:05

16 - Classes and Objects Intro.mp4

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17 - Superclass and Subclasses.mp4

11:42

18 - Static Variables and Axis Modifiers.mp4

07:27

4 - Intro to App Development

19 - Intro to Android App Development.mp4

01:57

20 - Building Basic User Interface.mp4

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21 - Connecting UI to Backend.mp4

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22 - Implementing Backend and Tidying UI.mp4

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5 - Intro to ML Concepts

23 - ML Concepts Intro.html

24 - Intro to PyCharm and Topics List.mp4

02:40

25 - Installing PyCharm and Python.mp4

06:55

26 - Exploring PyCharm.mp4

07:48

27 - Code.zip

27 - Files Source Code.html

6 - Python Language Basics

28 - Intro to Variables.mp4

13:17

29 - Variables Operations and Conversions.mp4

12:36

30 - Collection Types.mp4

12:47

31 - Collections Operations.mp4

08:42

32 - Control Flow If Statements.mp4

12:50

33 - While and For Loops.mp4

10:44

34 - Functions.mp4

11:23

35 - Classes and Objects.mp4

15:40

36 - Files Source Code.html

36 - Source-Code.zip

7 - Intro to TensorFlow

37 - TensorFlow Intro.mp4

02:53

38 - Topics List.mp4

06:09

39 - Installing TensorFlow.html

40 - FAQ Help with TensorFlow Installation.html

41 - Importing TensorFlow to PyCharm.mp4

04:25

42 - Constant Nodes and Sessions.mp4

09:01

43 - Variable Nodes.mp4

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44 - Placeholder Nodes.mp4

07:35

45 - Operation Nodes.mp4

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46 - Loss Optimizers and Training.mp4

11:56

47 - Building a Linear Regression Model.mp4

20:30

48 - Files Source Code.html

48 - Source-Files.zip

8 - Simple MNIST

49 - Simple MNIST Intro and Demo.mp4

03:50

50 - Topics List and Intro to MNIST Data.mp4

10:24

51 - Building Computational Graph.mp4

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52 - Training and Testing the Model.mp4

14:24

53 - Save & Freeze Graph for Android Import.mp4

12:33

54 - Setting up Android Studio Project.mp4

13:07

55 - Building User Interface.mp4

15:58

56 - Loading Digit Images.mp4

10:03

57 - Formatting Image Data.mp4

11:00

58 - Making Prediction Using Model.mp4

07:32

59 - Displaying Results and Summary.mp4

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60 - Files Source Code.html

60 - Source-Files.zip

61 - Please rate this course.html

62 - Bonus Lecture Newsletter.html

Description

Jump into a field with more demand than supply. Apps driven by machine learning are the future of mobile app development

What You'll Learn?

Learn to code in Python and Java
Learn to use PyCharm and Android Studio
Learn to use TensorFlow to build, train, and test machine learning models
Build apps
Understand and expand on machine learning concepts for your own projects
Get tools to work in the future of the world around us as artificial intelligence becomes more prevalent in everything we do

Who is this for?

Anyone who wants to use machine learning in a mobile environment

What You Need to Know?

No prior experience necessary

We will take you through the steps of downloading and installing Android Studio, PyCharm, and Python

More details

Description
Python, Java, PyCharm,Â Android Studio and MNIST.Â Learn to code and build apps! Use machine learning models in hands-on projects. Â
A wildly successful Kickstarter funded this course
Explore machine learning concepts.Â Learn howÂ to use TensorFlow 1.4.1 to build, train, and testÂ machine learning models.Â We explore Python 3.6.2Â and Java 8Â languages, and how to use PyCharmÂ 2017.2.3 and Android Studio 3 to build apps.Â
A machine learning framework for everyone
If you want to build sophisticated and intelligent mobile apps or simply want to know more about how machine learning works in a mobile environment, this course is for you.
Be one of the first
There are next toÂ noÂ courses on big platformsÂ that focus onÂ mobileÂ machine learning in particular. All of them focus specifically on machine learning for a desktop or laptop environment.
WeÂ provide clear, concise explanations at each step along the way so that viewers can not only replicate, but also understand andÂ expandÂ upon what I teach. OtherÂ courses donâ€™t do a great job of explaining exactly what is going on at each step in the process and why we choose to build models the way we do.Â
No prior knowledge is required
We will teach you all you need to know about the languages, software and technologies we use. If you have lots of experience building machine learning apps, you may find this course a little slow because itâ€™s designed for beginners.
**Jump into a field that has moreÂ demandÂ than supply**
Machine learning changes everything. Itâ€™s bringing us self-driving cars, facial recognition and artificial intelligence. And the best part is: anyone can create such innovations.
"This course is GREAT! This is what I want!" -- Rated 5 Stars by Mammoth Interactive Students
Enroll Now While On Sale
Who this course is for:
Anyone who wants to use machine learning in a mobile environment

User Reviews

Rating

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John Bura is has been a successful Udemy instructor since 2011. 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 have 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.

Mammoth Interactive

Instructor's Courses

Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.Over 11 years, Mammoth Interactive has built a global student community with 1.1 million courses sold. Mammoth Interactive has released over 250 courses and 2,500 hours of video content.Founder and CEO John Bura has been programming since 1997 and teaching since 2002. John has created top-selling applications for iOS, Xbox and more. John also runs SaaS company Devonian Apps, building efficiency-minded software for technology workers like you."I absolutely love this course. This is such a comprehensive course that was well worth the money I spent and a lot more. Will definitely be looking at more Mammoth Interactive courses when I finish this." – Student Matt W."Very good at explaining the basics then building to more complex features." – Student Kevin L.Try a course today.

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