Predict fraud with data visualization & predictive modeling!

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John Bura,Mammoth Interactive

8:51:53

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1 - Introduction

1 - What is Python Artificial Intelligence.mp4

05:00

2 - Python Basics

2 - Installing Python and PyCharm.mp4

05:18

3 - Got a Python problem or question.html

4 - How to use PyCharm.mp4

05:16

5 - Introduction and Variables.mp4

11:49

6 - Multivalue Variables.mp4

23:15

7 - Control Flow.mp4

29:08

8 - Functions.mp4

14:19

9 - Classes and Wrapup.mp4

40:52

10 - Source Files.html

10 - Source-Code-1.zip

3 - TensorFlow Basics

11 - Installing TensorFlow.html

12 - Introduction and Setup.mp4

04:11

13 - FAQ Help with TensorFlow Installation.html

14 - What is TensorFlow.mp4

13:28

15 - Constant and Operation Nodes.mp4

14:26

16 - Placeholder Nodes.mp4

11:06

17 - Variable Nodes.mp4

08:22

18 - How to Create a Regression Model.mp4

05:48

19 - Building Linear Regression.mp4

24:18

20 - Source Files.html

20 - Source-Code-2.zip

4 - Fraud Detection Credit Card

21 - Introduction.mp4

05:14

22 - New Location to Download Dataset.html

23 - Project Overview.mp4

03:29

24 - Introducing a Dataset.mp4

08:50

25 - Building Training Testing Datasets.mp4

15:16

26 - Eliminating Dataset Bias.mp4

08:43

27 - Building a Computational Graph.mp4

13:09

28 - Building Functions to Connect Graph.mp4

14:48

29 - Training the Model.mp4

14:04

30 - Testing the Model.mp4

20:50

31 - Source Files.html

31 - Source-Code-3.zip

5 - Bootcamp Peek Machine Learning Neural Networks

32 - Introduction to Machine Learning Neural Networks.mp4

02:01

33 - Introduction to Machine Learning.mp4

11:23

34 - Introduction to Neutral Networks.mp4

10:23

35 - Introduction to Convolutions.mp4

14:10

6 - Explore the Keras API

36 - Introduction to the Keras API.mp4

01:49

37 - Introduction to TensorFlow and Keras.mp4

09:06

38 - Understanding Keras Syntax.mp4

19:13

39 - Introduction to Activation Functions.mp4

13:26

7 - Format Datasets and Examine CIFAR10

40 - Introduction to Datasets and CIFAR10.mp4

01:53

41 - Exploring CIFAR10 Dataset.mp4

08:36

42 - Understanding Specific Data Points.mp4

17:43

43 - Formatting Input Images.mp4

12:04

8 - Build an Image Classifier Model

44 - Introduction to the Image Classifier Model.mp4

02:23

45 - Building the Model.mp4

18:18

46 - Compiling and Training the Model.mp4

12:38

47 - Gradient Descent and Optimizer.mp4

14:50

9 - Save and Load Trained Models

48 - Introduction to Saving and Loading.mp4

02:08

49 - Saving and Loading Model to H5.mp4

15:20

50 - Saving Model to Protobuf File.mp4

17:50

51 - Bonus Summary.mp4

05:40

10 - Bonus Sections Source Material

52 - Texts.zip

52 - Texts Assets Understand Machine Learning Neural Networks.html

53 - Texts.zip

53 - Texts Assets Explore the Keras API.html

54 - Asset Files Format Datasets and Examine CIFAR10.html

54 - Image-Data-Exploration.zip

55 - Asset Files Build the Image Classifier Model.html

55 - Image-Classifier-Project.zip

56 - Asset Files Save and Load Trained Models.html

56 - Save-Model-Project.zip

11 - Resources

57 - Bonus Lecture Get 155 courses.html

58 - Please leave us a rating.html

Description

Create a credit card fraud detection model! Learn predictive modeling, logistic regression, and regression analysis.

What You'll 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 a Credit Card Fraud Detection Model in Python. Learn how to keep your data safe!

Who is this for?

Beginners who want to learn to use Artificial Intelligence.

Prior coding experience is helpful. For an in-depth intro to Python, search for our Ultimate Python Beginner Course.

Topics involve intermediate math, so familiarity with university-level math is very helpful.

What You Need to Know?

Please download PyCharm Community Edition 2017.2.3.

More details

Description
"There are not that many tutorials on PyCharm. In fact, hardly any. Because of this one, I got my first broad overview of not only PyCharm, but also TensorFlow. Bottom-line: It's a great value for money." âÂ âÂ âÂ âÂ âÂ
"Incredible course. Looking forward for more content like this. Thank you and good job." - Joniel G.
"Makes learning Python interesting and quick."
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Do you want to learn how to useÂ Artificial Intelligence (AI) for automation?Â In this course, we cover coding in Python, working with TensorFlow, and analyzing credit card fraud. We interweave theory with practical examples so that you learn by doing.
This course was funded by a wildly successful Kickstarter.
AIÂ is code that mimics certain tasks. You can use AIÂ 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 TensorFlowÂ is great for automated tasks including facial recognition. One farmer used the machine model to pick cucumbers!Â
Join Mammoth Interactive in this course, where we blend theoretical knowledgeÂ withÂ hands-on codingÂ projects to teach you everything you need to know as a beginner to credit card fraud detection.
Enroll today to join the Mammoth community!
Who this course is for:
Beginners who want to learn to use Artificial Intelligence.
Prior coding experience is helpful. For an in-depth intro to Python, search for our Ultimate Python Beginner Course.
Topics involve intermediate math, so familiarity with university-level math is very helpful.

User Reviews

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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.

Udemy

View courses Udemy

Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.