Course Trailer
•Python Introduction
•Basic of Programming
•Variables
•Functions
•If Statements
•Lists
•Using For Loops (with Examples)
•Breaking and Continuing In Loops
•Making Shapes with Loops
•Nest Loops, Printing & Tic Tac Toe
•Sets and Dictionaries
•EXAMPLE: Inventory List
•Implementing Input and Output
•Integrating File Input and Output
•EXAMPLE: Tic Tac Toe ()
•EXAMPLE: Writing Participant Data to File
•EXAMPLE: Reading Participant Data to File
•EXAMPLE: Simple Statistics with Data from File
•A First Look at Classes
•Inheritance and Classes
•EXAMPLE: Classes Using Pets
•EXAMPLE: Classes Using Dogs
•EXAMPLE: Classes Using Cats
•EXAMPLE: Adding Humans to Pets Class
•Importing and the Random Library
•Another Way to Import and Use Lists with Random
•Using the Time Library
•EXAMPLE: Make a Random Guessing Game
•EXAMPLE: Make Computer Guess a Number
•PROJECT: Python Blackjack Game
•Creating and Shuffling a Deck
•Creating a Player Class
•Expanding the Player Class
•Implementing a Bet and Win
•Implementing Player Moves
•Running the Game
•Error Handling
•Hello Mammoth
•​Declaring Variables​
•Calling Functions
•Declaring a Class
•Installing Matplotlib
•Basics of Matplotlib
•Setup and Installation
•Creating our First Scatter Plot
•Line Plots
•Graph Customization
•Labels, Title and Legend
•Changing the Axis Ticks
•Adding Text to a Graph
•Annotating a Graph
•Changing Figure Size and Saving
•Changing Axis Scales
•Advanced Plots in Matplotlib
•Creating 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
•Tick Labels
•Customizing Grid Lines
•Live Graphs
•Styles and rc Parameters
•Sharing an X-axis between Two Plots
•Setting Axis Spines
•Creating Multiple Axes in a Figure ()
•Plotting into Multiple Axes ()
•3D Plotting with Matplotlib
•Surface Plots and Colormaps
•Wireframes and Contour Plots
•Stacks of Histograms and Text for 3D Plotting
•NumPy Introduction
•NumPy Arrays
•Create and Reshape NumPy Arrays
•Create Standard NumPy Arrays
•Create Standard 2D Arrays
•Attributes on NumPy Arrays
•Resizing Arrays
•Manipulating NumPy Arrays
•Write an Array to File and Format Strings
•Random Numbers
•Sorting in NumPy
•Calculations and Math
•Calculations within NumPy Arrays
•Math Functions with NumPy
•Integrating with NumPy
•Statistics with NumPy
•Polynomials ()
•Please rate this course
•Introduction to Python
•Introduction to Lists
•Introduction to Loops
•Introduction to Sets and Dictionaries
•Introduction to Input and Output
•Introduction to Classes
•Introduction to Importing
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