Make 2D & 3D Graphs in Python with Matplotlib for Beginners

BY
Eduonix

Develop the skills to write codes in Python programming language and apply them to Matplotlib to generate 2D and 3D graphs.

Lavel

Beginner

Mode

Online

Fees

₹ 199 995

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study
Mode of Delivery Video and Text Based

Course overview

Make 2D & 3D Graphs in Python with Matplotlib for Beginners online training focuses on teaching data visualization using python coding and using Matplotlib, a Python 2D plotting tool.

Make 2D & 3D Graphs in Python with Matplotlib for Beginners certification course is developed by John Bura - Owner of Mammoth Interactive, Web Developer & Instructor and presented by Eduonix, an educational organization aimed at providing the best learning content and methods.

Make 2D & 3D Graphs in Python with Matplotlib for Beginners online course is organized into two major sections. The first section teaches Python and its concepts such as variables, functions, if statements, data structures such as lists, dictionaries, and sets, for and while loops, and handling user input and output. The second section discusses Matplotlib for data visualization and how to use it in Python to build 2D and 3D graphs. Individuals will also be taught how to troubleshoot errors that may occur while programming code. 

The highlights

  • Self-paced course
  • English videos with subtitles
  • Pre-recorded video content
  • 75 online lectures
  • 30-day money-back guarantee
  • Accessible on portable devices

Program offerings

  • Self-paced course
  • English videos with subtitles
  • 26.79 hours of pre-recorded video content
  • 75 online lectures
  • 30-day money-back guarantee
  • Accessible on portable devices

Course and certificate fees

Fees information
₹ 199  ₹995
certificate availability

No

Who it is for

What you will learn

Knowledge of python Knowledge of data visualization

After completing the Make 2D & 3D Graphs in Python with Matplotlib for Beginners online certification, students will learn to write Python programmes for data visualization and will employ data structures, functions, variables, and if statements. Students will be able to utilize Python code to create 2D and 3D graphs with Matplotlib, change the appearance of the graphs, add text, annotate graphs, and generate line graphs, scatter plots, and candlestick charts. Candidates must also be able to develop games such as Tic-Tac-Toe and Blackjack.

The syllabus

Section 1 : Introduction

  • Introduction to Python  

Section 2 : Basic of Programming

  • Variables 
  • Functions
  • ifStatements

Section 3 : Lists

  • Introduction to Lists

Section 4 : Loops

  • Introduction to and Examples using For Loops 
  • Getting Familiar with While Loops
  • Breaking and Continuing In Loops
  • Making Shapes with Loops
  • Nest Loops and Printing and Tic-Tac-Toe Field

Section 5 : Sets and Dictionaries

  • Understanding Sets and Dictionaries 
  • An Example for an Inventory List

Section 6 : Input and Output

  • Introduction And Implementation Of Input And Output
  • Introduction To And Integrating File Input And Output-4 
  • An Example For A Tic-tac-toe Game Part 1
  • An Example For A Tic-tac-toe Game Part 2
  • An Example Writing Participant Data To File
  • An Example Reading Participant Data From File
  • Doing Some Simple Statistics With Participant Data From File

Section 7 : Classes

  • A First Look at Classes 
  • Inheritance and Classes
  • An Example Of Classes Using Pets
  • An Example Of Classes Using Pets - Dogs
  • An Example Of Classes Using Pets - Cats
  • Taking The Pets Example Further And Adding Humans

Section 8 : Importing

  • 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

Section 9 : Project - BlackJack Game

  • Blackjack Game Part 1: Creating And Shuffling a Deck 
  • Blackjack Game Part 2: Creating the Player Class
  • Blackjack Game Part 3: Expanding the Player Class
  • Blackjack Game Part 4: Implementing a Bet and Win
  • Blackjack Game Part 5: Implementing The Player Moves
  • Blackjack Game Part 6: Running the Game

Section 10 : Error Handling

  • Getting Started with Error Handling

Section 11 : Matplotlib

  • Intro to Matplotlib

Section 12 : Basics

  • Introduction, Setup, And Installation
  • Creating our First Scatter Plot
  • Line Plots

Section 13 : Graph Customization

  • Labels Title and a Legend 
  • Changing the Axis Ticks
  • Adding text into our Graph
  • Changing Figure Size and Saving the Figure
  • Changing the Axis Scales

Section 14 : More Advanced Plots

  • Creating Histograms
  • Creating Histograms (Contd)
  • Changing Histogram Types
  • Bar Plots
  • Stack Plots
  • Pie Charts
  • Box and Whisker Plots

Section 15 : 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

Section 16 : Advanced Graph Customization

  • Adding Grids
  • Taking a closer Look at Tick Labels
  • Customizing 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 (contd)
  • Plotting into the multiple axes
  • Plotting into the multiple axes (contd)

Section 17 : 3D Plotting

  • Getting Started with 3D Plotting
  • Surface plots and Colormaps
  • Wireframes and Contour plots
  • Stacks of histograms and text for 3D plotting

Instructors

Mr John Bura
Instructor
Udemy

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