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What you’ll learn
Make a Credit Card Fraud Detection Model in Python. Learn how to keep your data safe!
Learn TensorFlow and how to build models of linear regression
Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.
Create basic line and scatter plots with Matplotlib 1.5.
Read finance data directly from Yahoo.
Customise our graphs with visuals, a title, labels, text and a legend.
Recognize types of visualization: histograms, pie charts, and box and whisker plots.
Understand basic 3D plotting.
Perform in-depth customization of plot structure.
And more!

“Introduction to Python Programming
Introduction to Python
If Statements

Introduction to Lists

Introduction to and Examples of using Loops
Getting familiar with while Loops
Breaking and Continuing in Loops
Making Shapes with Loops
Nested Loops and Printing a Tic-Tac-Toe field

“Sets and Dictionaries
Understanding Sets and Dictionaries

“Input and Output
Introduction and Implementation
Introduction to and Integrating File Input and Output
Doing some simple statistics with Participant data from File

A First Look at Classes
Inheritance and Classes

Introduction to Importing and the Random Library
Another way of importing and using lists with random
Using the Time Library
Introduction to The Math Library
Creating a User guessing Game with Random
Making the Computer guess a random number

“Project Blackjack Game
Creating and Shuffling a Deck
Creating the player class
Expanding the Player Class
Implementing a bet and win
Implementing the player moves
Running the Game (Final)

“Error Handling
Getting started with error handling

“Matplotlib Fundamentals
Introduction to Matplotlib
Setup and Installation
Creating Our First Scatter Plot
Line Plots

Graph Customization
Labels, Title, and a Legend
Changing The Axis Ticks
Adding text into our graphs
Annotating our graph
Changing Figure Size and Saving the Figure
Changing the axis scales

Advanced Plots
Creating Histograms
Building More Histograms
Changing Histogram Types
Bar Plots
Stack Plots
Pie Charts
Box And Whisker Plots

Finance Graphs
Creating Figures and Subplots
Getting and Parsing csv data for plotting
Creating a Candlestick plot
Setting Dates for our Candlestick Plot
Reading data directly from Yahoo
Customizing our OHLC graph

Advanced Graph Customization
Adding grids
Taking a closer look at tick labels
Customising grid lines
Live Graphs
Styles and rcParameters
Sharing an X axis between two plots
Setting Axis Spines
Creating multiple axes in our figure
Creating multiple axes in our figure (cont’d)
Plotting into the multiple axes
Plotting into the multiple axes (cont’d)

3D Plotting
Getting started with 3D plotting
Surface plots and colormaps
Wireframes and contour plots
Stacks of histograms and text for 3D plotting

Fraud Detection Project in PyCharm
Installing Python and PyCharm
What is Python Artificial Intelligence?
How to use PyCharm

TensorFlow Basics
Installing TensorFlow
Setting Up Tensorflow
What is Tensorflow
Constant and Operation Nodes
Placeholder Nodes
Variable Nodes
How to Create Linear Regression Model
Building Linear Regression Model
Project Files – Mammoth Interactive

Detecting Credit Card Fraud Detection
Project Introduction
Project Overview
Introducing Dataset
Building Training – Testing Datasets
Eliminating Datasets Bias
Building the Computational Graph
Building Functions to Connect Graph
Training the Model
Testing Model