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

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John Bura,Mammoth Interactive

26:59:45

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1 - Introduction

1 - Introduction to Python.mp4

02:08

2 - Basic of Programming

2 - Variables.mp4

23:47

3 - Functions.mp4

28:29

4 - If Statements.mp4

32:20

3 - Lists

5 - Introduction to Lists.mp4

31:03

4 - Loops

6 - Introduction to and Examples using For Loops.mp4

39:03

7 - Getting Familiar with While Loops.mp4

30:19

8 - Breaking and Continuing In Loops.mp4

30:55

9 - Making Shapes with Loops.mp4

16:28

10 - Nest Loops Printing & TicTacToe Field.mp4

37:49

5 - Sets and Dictionaries

11 - Understanding Sets and Dictionaries.mp4

25:58

12 - An Example for an Inventory List.mp4

27:16

6 - Input and Output

13 - Introduction and Implementation of Input and Output.mp4

38:46

14 - Introduction to and Integrating File Input and Output.mp4

43:17

15 - An Example For A Tictactoe Game Part 1.mp4

38:09

16 - An Example For A Tictactoe Game Part 2.mp4

30:49

17 - An Example Writing Participant Data To File.mp4

34:01

18 - An Example Reading Participant Data From File.mp4

27:38

19 - Doing Simple Statistics With Participant Data From File.mp4

27:22

7 - Classes

20 - A First Look at Classes.mp4

42:44

21 - Inheritance and Classes.mp4

42:44

22 - An Example Of Classes Using Pets.mp4

24:07

23 - An Example Of Classes Using Pets Dogs.mp4

17:19

24 - An Example Of Classes Using Pets Cats.mp4

23:03

25 - Taking The Pets Example Further And Adding Humans.mp4

16:33

8 - Importing

26 - Introduction To Importing and The Random Library.mp4

16:15

27 - Another Way Of Importing and Using Lists with Random.mp4

16:51

28 - Using The Time Library.mp4

12:44

29 - Introduction to the Math Library.mp4

12:44

30 - Creating A User Guessing Game with Random.mp4

13:13

31 - Making the Computer Guess a Random Number.mp4

22:47

9 - Project BlackJack Game

32 - Creating and Shuffling a Deck.mp4

14:48

33 - Creating the Player Class.mp4

38:41

34 - Expanding the Player Class.mp4

14:48

35 - Implementing a Bet and Win.mp4

18:23

36 - Implementing the Player Moves.mp4

24:24

37 - Running the Game.mp4

37:50

10 - Error Handling

38 - Getting Started with Error Handling.mp4

23:36

11 - Matplotlib

39 - Installing Matplotlib.html

40 - Intro to Matplotlib.mp4

01:50

12 - Basics

41 - Introduction Setup and Installation.mp4

05:33

42 - Creating our First Scatter Plot.mp4

14:58

43 - Line Plots.mp4

11:43

13 - Graph Customization

44 - Labels Title and a Legend.mp4

13:17

45 - Changing the Axis Ticks.mp4

13:15

46 - Adding Text into our Graph.mp4

11:38

47 - Annotating our Graph.mp4

12:53

48 - Changing Figure Size and Saving the Figure.mp4

13:48

49 - Changing the Axis Scales.mp4

23:37

14 - More Advanced Plots

50 - Creating Histograms.mp4

18:34

51 - Creating Histograms Contd.mp4

19:53

52 - Changing Histogram Types.mp4

08:11

53 - Bar Plots.mp4

23:52

54 - Stack Plots.mp4

14:34

55 - Pie Charts.mp4

15:13

56 - Box and Whisker Plots.mp4

21:07

15 - Finance Graphs

57 - Creating Figures and Subplots.mp4

12:32

58 - Getting and Parsing CSV Data for Plotting.mp4

20:14

59 - Creating a Candlestick Plot.mp4

21:57

60 - Setting Dates for our Candlestick Plot.mp4

12:58

61 - Reading Data directly from Yahoo.mp4

19:28

62 - Customizing our OHLC Graph.mp4

09:13

16 - Advanced Graph Customization

63 - Adding Grids.mp4

15:29

64 - Closer Look at Tick Labels.mp4

13:05

65 - Customizing Grid Lines.mp4

12:40

66 - Live Graphs.mp4

29:31

67 - Styles and rcParameters.mp4

22:43

68 - Sharing an Xaxis between Two Plots.mp4

18:51

69 - Setting Axis Spines.mp4

14:49

70 - Creating multiple axes in our figure.mp4

16:34

71 - Creating multiple axes in our figure contd.mp4

16:37

72 - Plotting into the multiple axes.mp4

19:43

73 - Plotting into the multiple axes contd.mp4

15:13

17 - 3D Plotting

74 - Getting Started with 3D Plotting.mp4

16:34

75 - Surface plots and Colormaps.mp4

16:17

76 - Wireframes and Contour plots.mp4

27:35

77 - Stacks of histograms and text for 3D plotting.mp4

24:35

78 - Please leave us a rating.html

79 - Bonus Lecture Get 155 courses.html

Description

A data science masterclass for beginners! Learn data visualization by making graphic bars and diagrams. Code in Python.

What You'll Learn?

Code in the Python 3.5 programming language.
Make games with Python.
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.
Make candlestick plots.
Understand figures and subplots.
Perform in-depth customization of plot structure
Understand basic 3D plotting.

Who is this for?

Absolute beginners who want to learn to code for the web in the popular Python programming language.

Beginners who want to learn how to use data science to make graphs.

Experienced programmers who want to learn a 2D plotting library for Python.

What You Need to Know?

Download Anaconda 4.2.0, the free data science platform by Continuum, which contains Python 3.5.2 and Matplotlib.

Otherwise, you can download and install Python 3.5.2 and Matplotlib for free online.

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

More details

Description
This course was funded by a wildly successful Kickstarter.
Do you want to learn how to visualize data? Enroll in this course to learn how to do so directly in code.Â
"Great course for a noobie - the first half is a review of basic python. The last half is an in-depth look at matplotlib and all its feature-rich goodness. I enjoyed taking it even if it took a while to go through."
Make 2D & 3D Graphs in Python with Matplotlib for Beginners! is suitable for coding beginners because we begin with a complete introduction to coding. Then we delve deep into using Matplotlib,Â a Python 2D plotting library.
In Part 1, you learn how to use Python, a popular coding language used for websites like YouTube and Instagram. You learn the basics of programming, including topics like variables, functions, and if statements. You learn about data structures such as lists, dictionaries, and sets. We cover how to use for and while loops, how to handle user input and output, file input and output.Â
We apply our knowledge to build a fully functional tic-tac-toe game. You learn classes, methods, attributes, instancing, and class inheritance. We make an additional Blackjack game! You learn how to solve errors that can occur when you work as a programmer.
In Part 2, you take your Python knowledge and apply it to Matplotlib.Â We go over many cool features of Matplotlib that we can use for data visualization.Â We show you how to make line plots, scatter plots, candlestick plots. You learn how to customize the visuals of your graph and to add text and annotate graphs. And much more!
Why choose Mammoth Interactive?Â
We prioritize learning by doing. We blend theory with practical projects to ensure you get aÂ hands-on experienceÂ by building projects alongside your instructor. Our experienced instructors know how to explain topics clearly at a logical pace. Check out ourÂ huge catalog of courses for more content.
â€œThe Instructor goes veryÂ *in-depth**Â about everything. This is very helpful to remember all these different things!â€ â€“ KingSloth_GameStudioÂ onÂ The Ultimate iOS 11 Course*
â€œI really like the approach the presenter takes â€“ not just the technical details, but also the veryÂ *human, personal development information and recommendations**Â he provides.â€ â€“ MichaelÂ onÂ The Ultimate iOS 11 Course*
â€œThe instructor is very good at teaching. He teaches at aÂ great paceÂ and covers anything a beginner would need to understand (every little detail). I am already learning a lot and I just started yesterday. â€“ Mike onÂ Build 30 Mini Virtual Reality Games in Unity3D from Scratch
You get full lifetime access to this course for a single fee.Â Enroll today to join the Mammoth community!
Who this course is for:
Absolute beginners who want to learn to code for the web in the popular Python programming language.
Beginners who want to learn how to use data science to make graphs.
Experienced programmers who want to learn a 2D plotting library for Python.

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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.

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