Complete Prediction and Detection Model Building with Python

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John Bura,Mammoth Interactive

18:15:17

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1 - Introduction to Machine Learning Software

1 - Projects Overview.mp4

02:25

2 - PredictionandDetectionProjectResourcesMammothInteractive.zip

2 - Prediction and Detection Project Resources Mammoth Interactive.html

2 - Android Studio

3 - Downloading and Installing Android Studio.mp4

06:44

4 - Exploring Interface.mp4

12:12

5 - Setting up an Emulator and Running Project.mp4

06:43

6 - Code.html

6 - Code.zip

3 - Introduction to the Java Programming Language

7 - Introduction to the Java Programming Language.mp4

02:46

8 - Variable Types.mp4

14:00

9 - Operations on Variables.mp4

10:49

10 - Array and Lists.mp4

09:26

11 - Array and List Operations.mp4

08:00

12 - If and Switch Statements.mp4

11:34

13 - While Loops.mp4

10:09

14 - For Loops.mp4

08:51

15 - Functions.mp4

08:39

16 - Parameters and Return Values.mp4

07:05

17 - Classes and Objects.mp4

12:14

18 - Superclass and Subclasses.mp4

11:42

19 - Static Variables and Axis Modifiers.mp4

07:27

4 - App Development

20 - Intro To Android App Development.mp4

01:57

21 - Building Basic UI.mp4

12:15

22 - Connecting UI to Backend.mp4

06:12

23 - Implementing Backend and Tidying UI.mp4

09:09

5 - Machine Learning Concepts

24 - Machine Learning Explained.html

25 - PycharmFiles.zip

25 - Pycharm Files Mammoth Interactive.html

6 - Pycharm Projects Overview

26 - Project Overview.mp4

02:40

27 - PycharmSourceFilesMammothInteractive.zip

27 - Pycharm Source Files Mammoth Interactive.html

7 - Introduction to PyCharm

28 - Downloading and Installing Pycharm and Python.mp4

06:55

29 - Exploring Pycharm.mp4

07:48

8 - Python Language Basics

30 - Introduction to Variables.mp4

13:17

31 - Variables Operations and Conversions.mp4

12:35

32 - Collection Types.mp4

12:47

33 - Collections Operations.mp4

08:42

34 - Control Flow If Statements.mp4

12:50

35 - While and For Loops.mp4

10:44

36 - Functions.mp4

11:23

37 - Classes and Objects.mp4

15:40

9 - Beginners Tensorflow Project

38 - Project Demo.mp4

02:53

39 - Topics List.mp4

06:09

40 - Installing TensorFlow.html

41 - Importing Tensorflow to Pycharm.mp4

04:25

42 - FAQ Help with TensorFlow Installation.html

43 - Constant Nodes and Sessions.mp4

09:01

44 - Variable Nodes.mp4

10:46

45 - Placeholder Nodes.mp4

07:35

46 - Operation nodes.mp4

12:47

47 - Loss Optimizers and Training.mp4

11:56

48 - Building a Linear Regression Model.mp4

20:30

49 - TensorflowProjectFilesMammothInteractive.zip

49 - Tensorflow Project Files Mammoth Interactive.html

10 - Build Image Recognition Apps

50 - Introduction to Upcoming Projects.mp4

06:34

51 - SourceCodeMammothInteractive.zip

51 - Source Code Mammoth Interactive.html

11 - Stock Market Prediction

52 - Project Demo.mp4

03:47

53 - Project Overview.mp4

05:17

54 - If Receiving JSON Parsing Error.html

55 - Retrieving Data via RESTful API Call.mp4

16:30

56 - Parsing JSON Data Pycharm Style.mp4

06:37

57 - Formatting Data.mp4

15:45

58 - Building the Model.mp4

13:26

59 - Training and Testing The model.mp4

09:54

60 - Freezing Graph.mp4

10:06

61 - Setting up Android Project.mp4

06:07

62 - Building UI.mp4

08:25

63 - Requesting Data Via AsyncTask.mp4

15:29

64 - Parsing JSON Data Android Style.mp4

12:04

65 - Running Inference and Displaying Results.mp4

17:42

66 - 13StockMarketPredictionProjectFilesMammothInteractive.zip

66 - Stock Market Prediction Project Files Mammoth Interactive.html

12 - Text Prediction

67 - Project Demo.mp4

04:13

68 - Project Overview.mp4

03:18

69 - Processing Text Data.mp4

13:18

70 - Building Data Sets and Model Builder Function.mp4

16:16

71 - Building Computational Graph.mp4

08:37

72 - Writing Training and Testing Code.mp4

15:11

73 - Training Testing and Freezing Graph.mp4

12:28

74 - Setting up Android Project.mp4

07:41

75 - Setting Up a User Interface.mp4

05:19

76 - Setting up Vocab Dictionary.mp4

08:34

77 - Formatting Input and Running Through Model.mp4

07:55

78 - Interpreting Results and Summary.mp4

08:00

79 - TextPredictionMammothInteractive.zip

79 - Text Prediction Mammoth Interactive.html

13 - Weather Prediction

80 - Project Demo.mp4

03:49

81 - Project Overview.mp4

04:36

82 - Retrieving the Data.mp4

14:00

83 - Formatting Datasets.mp4

14:02

84 - Building Computational Graph.mp4

11:47

85 - Writing Training Testing and Evaluating Functions.mp4

12:24

86 - Training Testing and Freezing the Model.mp4

09:48

87 - Setting up Android Project.mp4

08:05

88 - Building the User Interface.mp4

15:29

89 - Build App Backend and Project Summary.mp4

13:46

90 - WeatherPredictionMammothInteractive.zip

90 - Weather Prediction Mammoth Interactive.html

14 - Build Scientific Analysis Apps

91 - Introduction to Upcoming Projects.mp4

09:44

92 - SourceCodeMammothInteractive.zip

92 - Source Code Mammoth Interactive.html

15 - Simple CIFAR10

93 - Project Demo.mp4

04:47

94 - Project Overview.mp4

03:47

95 - Exploring CIFAR 10 Dataset.mp4

10:48

96 - CIFAR 10 Android Fix.html

97 - Formatting Input Data.mp4

13:13

98 - Building the Model.mp4

16:24

99 - Freezing Graph and Training Model.mp4

16:56

100 - Setting up the Android Project.mp4

16:43

101 - Setting up UI.mp4

09:02

102 - Loading and Displaying Images.mp4

06:33

103 - Formatting Image Data for Model Input.mp4

13:55

104 - Predicting and Displaying Results.mp4

13:26

105 - Project Summary.mp4

06:39

106 - CIFAR10ProjectFilesMammothInteractive.zip

106 - CIFAR 10 Project Files Mammoth Interactive.html

16 - Face Detection

107 - Project Demo.mp4

03:20

108 - Project Overview.mp4

03:09

109 - Loading Face and Non Face Images.mp4

15:56

110 - Reformatting Input Data.mp4

11:12

111 - Building Model and Writing Train and Test Scripts.mp4

19:12

112 - Freezing Graph and Training and Testing Model.mp4

14:38

113 - Setting up Android Project.mp4

11:49

114 - Setting up User Interface.mp4

07:52

115 - Loading and Display Images.mp4

10:11

116 - Formatting Data and Running Inference.mp4

12:47

117 - Displaying Results and Summary.mp4

08:51

118 - FacialDetectionProjectFilesMammothInteractive.zip

118 - Facial Detection Project Files Mammoth Interactive.html

17 - Emotions Detection

119 - Project Demo.mp4

03:39

120 - Project Overview.mp4

02:34

121 - Loading and Formatting Data.mp4

11:13

122 - Building Train and Test Data Sets.mp4

06:52

123 - Building the Model.mp4

09:57

124 - Building Train Test and Prediction Functions.mp4

11:58

125 - Training and Testing the Model.mp4

11:06

126 - Setting up Android Project.mp4

06:33

127 - Importing and Displaying Images.mp4

06:25

128 - Convert Images and Running Inference.mp4

08:17

129 - Displaying Results and Summary.mp4

07:48

130 - 11DetectingEmotionsProjectFilesMammothInteractive.zip

130 - Detecting Emotions Project Files Mammoth Interactive.html

131 - Bonus Lecture Community Newsletter.html

Description

Build data handling & manipulation projects with machine learning. Learn Java, Python & stock market prediction. & More!

What You'll Learn?

Learn how to code in Java, including all the fundamentals on superclasses, operations, and axis modifiers.
Build user interfaces for Android apps, including connecting all the features and implementing the backend
Code in Python is one of the Top 3 coding languages in demand this year.
Use Tensorflow, the #1 open source software library for dataflow programming.
Build hands-on projects and use source code to check your work and expand.
Meet the Mammoth Interactive community.
And more.

Who is this for?

Take this course if you want to create Stock Market and Weather Prediction models, code, process data, and much more.

What You Need to Know?

All Levels Welcome

More details

Description
Build 9 projects while learning to code and build machine learning models. Experience the power of cutting edge frameworks and learn to handle all types of data.
With crystal-clear audio, HD screencasts, and over 120 lectures, this is a course you do not want to miss.
You'll build Image Recognition apps that have powerful features. You'll learn topics that include:
Stock Market Prediction
Retrieving Data via RESTful API Call
Parsing JSON Data, Pycharm-Style
Processing Text Data
Setting up Vocab Dictionary
Weather Prediction
First: A Thorough Introduction For Beginners
Learn to download and install Android Studio and explore the interface. You'll get all source code and project files for the 9 hands-on projects in this course.
Youâ€™ll learn how to code in Java, including all the fundamentals on superclasses, operations, and axis modifiers. You'll learn how to build a user interface for an Android App, including connecting all the features and implementing the backend.
Included in this course is material for beginners to get comfortable with the interfaces. Please note that we reuse this content in similar courses because it is introductory material. You can find some material in the course Hands-On Machine Learning: Learn TensorFlow, Python, & Java!
Code InÂ The Top Languages Of The Year
You'll learn how to code in Python, which we will show you through Pycharm. Python is one of the Top 3 coding languages in demand this year, alongside Java and Javascript. Python is used by companies big and small like YouTube, Instagram, and Google.
Use The Top Software For Programming
You will learn how to use Tensorflow, the #1 open source software library for dataflow programming. Tensorflow is a symbolic math library, and we will use it for machine learning applications.
And MOREÂ Data Handling And Manipulation Projects
Formatting Datasets
Building Computational Graph
Exploring theÂ CIFAR 10 Dataset
Loading and Displaying Images
Loading Face and Non Face Images
Emotions Detection Project
Who this course is for:
Take this course if you want to create Stock Market and Weather Prediction models, code, process data, and much more.

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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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