Detect Fraud and Predict the Stock Market with TensorFlow

​Learn how to code in Python & use TensorFlow! Make a credit card fraud detection model & a stock market prediction app.

4.35 (129 reviews)
Udemy
platform
English
language
Data Science
category
1,132
students
7 hours
content
Jan 2019
last update
$199.99
regular price

What you will 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!

Make an app with Python that uses data to predict the stock market.

Description

  • "great teacher and great course! learned so much"

  • "The instructor is well paced and the material is spot on."

  • +FREE gift! Learn to use Python Artificial Intelligence for data science. Learn predictive modeling & linear regression!

This course was funded by a #1 project on Kickstarter

Do you want to learn how to use Artificial Intelligence (AI) for automation? Join us in this course for beginners to automating tasks. 

You will learn how to code in Python, calculate linear regression with TensorFlow, analyze credit card fraud and make a stock market prediction app. 

AI is 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.

AI like TensorFlow is great for automated tasks including facial recognition. One farmer used the machine model to pick cucumbers!

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 this course in the following related courses:

  • Fraud Detection with Python, TensorFlow & Linear Regression

  • Make an Artificial Intelligence Stock Market Prediction App 

  • The Complete Unity and Artificial Intelligence Masterclass

  • The Ultimate Unity Games & Python Artificial Intelligence

Bonus

Also included is the webinar How To Master Anything by Mammoth Interactive founder John Bura. 

Reviews

I really like the approach the presenter takes – not just the technical details, but also the very human, personal development information and recommendations he provides.

The instructor is very good at teaching. He teaches at a great pace and covers anything a beginner would need to understand (every little detail). I am already learning a lot and I just started yesterday.

Enroll right now to join the Mammoth community

Screenshots

Detect Fraud and Predict the Stock Market with TensorFlow - Screenshot_01Detect Fraud and Predict the Stock Market with TensorFlow - Screenshot_02Detect Fraud and Predict the Stock Market with TensorFlow - Screenshot_03Detect Fraud and Predict the Stock Market with TensorFlow - Screenshot_04

Content

Introduction

What is Python Artificial Intelligence?

Fundamentals of Python

Installing Python and PyCharm
How to use PyCharm
Introduction and Variables
Multivalue Variables
Control Flow
Functions
Classes and Wrapup
Source Code

Fundamentals of TensorFlow

Installing TensorFlow
FAQ: Help with TensorFlow Installation
Introduction and Setup
What is TensorFlow?
Constant and Operation Nodes
Placeholder Nodes
Variable Nodes
How to Create a Regression Model
Building Linear Regression
Source Code

Fraud Detection (Credit Card)

Introduction to Fraud Detection
New Location to Download Dataset
Project Overview
Introducing a Dataset
Building Training: Testing Datasets
Eliminating Dataset Bias
Building a Computational Graph
Building Functions to Connect Graph
Training the Model
Testing the Model
Source Code

Stock Market Prediction (Project)

Introduction to Stock Market Prediction
Project Overview
Understanding Datasets
Importing and Formatting Data
Calculating Price Differences
Building a Computational Graph
Training a Model
Testing Model Accuracy
Summary and Outro
Source Code

Free $200 Webinar

Please rate this course
Bonus Lecture: Free $200 Webinar

Reviews

Rishabh
October 13, 2019
It is a pretty good course as everything is explained from zero. The only thing that dissapionted me was that there was no video tutorial on how to install and run tensorflow. I wasted 3 to 4 days figuiring out how to run it as everytime there was an error due to difference in versions .
Paweł
September 3, 2019
I don't think that really basics of python are necessary in such course. Tensor flow is not for very beginners, and for people with some experience very basics is waste of time..
Eric
August 13, 2019
I took a different class on Python and TensorFlow and this class is providing a lot of new information and coming at TensorFlow from a different direction and that really feels like it is filling in my knowledge. Thank you.
Kevin
February 16, 2019
The instructor talks non-stop and doesn't explain the tensorflow core concepts well, like what is a constant node? There is no one clear explanation what it is. Using the IDE comments is not a good way to illustrate the connections among concepts.
Ryan
June 14, 2018
The examples are too basic and even the stock market example needs much more added to it to even be slightly usable. I understand it isn't meant to hit the ground running with it and start trading based on it's results, but even in its original form, there is nothing readable to even make it reasonable to paper trade the basic model to see what can be improved on.

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Enrollment distribution

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1513180
udemy ID
1/16/2018
course created date
1/12/2020
course indexed date
Lee Jia Cheng
course submited by