Software Libraries Explained - Python Programming for All

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John Bura,Mammoth Interactive

32:12:05

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1 - Introduction to Python

2 - Python Introduction.mp4

02:07

2 - Basic of Programming

3 - Variables.mp4

23:46

4 - Functions.mp4

28:29

5 - If Statements.mp4

32:19

3 - Introduction to Lists

6 - Lists.mp4

31:03

4 - Introduction to Loops

7 - Using For Loops with Examples.mp4

39:03

8 - Introduction to While Loops.mp4

30:19

9 - Breaking and Continuing In Loops.mp4

30:55

10 - Making Shapes with Loops.mp4

16:28

11 - Nest Loops Printing & Tic Tac Toe.mp4

37:49

5 - Introduction to Sets and Dictionaries

12 - Sets and Dictionaries.mp4

25:58

13 - EXAMPLE Inventory List.mp4

27:16

6 - Introduction to Input and Output

14 - Implementing Input and Output.mp4

38:46

15 - Integrating File Input and Output.mp4

43:17

16 - EXAMPLE Tic Tac Toe Part 1.mp4

38:09

17 - EXAMPLE Tic Tac Toe Part 2.mp4

30:49

18 - EXAMPLE Writing Participant Data to File.mp4

34:01

19 - EXAMPLE Reading Participant Data to File.mp4

27:38

20 - EXAMPLE Simple Statistics with Data from File.mp4

27:22

7 - Introduction to Classes

21 - A First Look at Classes.mp4

42:44

22 - Inheritance and Classes.mp4

42:44

23 - EXAMPLE Classes Using Pets.mp4

24:07

24 - EXAMPLE Classes Using Dogs.mp4

17:19

25 - EXAMPLE Classes Using Cats.mp4

23:03

26 - EXAMPLE Adding Humans to Pets Class.mp4

16:33

8 - Introduction to Importing

27 - Importing and the Random Library.mp4

16:15

28 - Another Way to Import and Use Lists with Random.mp4

16:51

29 - Using the Time Library.mp4

12:44

30 - Introduction to the Math Library.mp4

12:44

31 - EXAMPLE Make a Random Guessing Game.mp4

13:13

32 - EXAMPLE Make Computer Guess a Number.mp4

22:47

9 - PROJECT Python Blackjack Game

33 - Creating and Shuffling a Deck.mp4

14:48

34 - Creating a Player Class.mp4

38:41

35 - Expanding the Player Class.mp4

14:48

36 - Implementing a Bet and Win.mp4

18:23

37 - Implementing Player Moves.mp4

24:24

38 - Running the Game.mp4

37:50

10 - Introduction to Error Handling

39 - Error Handling.mp4

23:36

11 - Challenge Python Coding Exercises

1 - Hello Mammoth.html

2 - Declaring Variables.html

3 - Calling Functions.html

4 - Declaring a Class.html

12 - Introduction to Matplotlib

40 - Installing Matplotlib.html

41 - Introduction to Matplotlib.mp4

01:50

13 - Basics of Matplotlib

42 - Setup and Installation.mp4

05:33

43 - Creating our First Scatter Plot.mp4

14:58

44 - Line Plots.mp4

11:43

14 - Graph Customization

45 - Labels Title and Legend.mp4

13:17

46 - Changing the Axis Ticks.mp4

13:15

47 - Adding Text to a Graph.mp4

11:38

48 - Annotating a Graph.mp4

12:53

49 - Changing Figure Size and Saving.mp4

13:48

50 - Changing Axis Scales.mp4

23:36

15 - Advanced Plots in Matplotlib

51 - Creating Histograms Part 1.mp4

18:34

52 - Creating Histograms Part 2.mp4

19:53

53 - Changing Histogram Types.mp4

08:11

54 - Bar Plots.mp4

23:52

55 - Stack Plots.mp4

14:34

56 - Pie Charts.mp4

15:13

57 - Box and Whisker Plots.mp4

21:07

16 - Finance Graphs

58 - Creating Figures and Subplots.mp4

12:31

59 - Getting and Parsing CSV Data for Plotting.mp4

20:14

60 - Creating a Candlestick Plot.mp4

21:57

61 - Setting Dates for our Candlestick Plot.mp4

12:58

62 - Reading Data directly from Yahoo.mp4

19:28

63 - Customizing our OHLC Graph.mp4

09:13

17 - Advanced Graph Customization

64 - Adding Grids.mp4

15:28

65 - Tick Labels.mp4

13:04

66 - Customizing Grid Lines.mp4

12:40

67 - Live Graphs.mp4

29:31

68 - Styles and rc Parameters.mp4

22:43

69 - Sharing an Xaxis between Two Plots.mp4

18:51

70 - Setting Axis Spines.mp4

14:49

71 - Creating Multiple Axes in a Figure Part 1.mp4

16:34

72 - Creating Multiple Axes in a Figure Part 2.mp4

16:37

73 - Plotting into Multiple Axes Part 1.mp4

19:43

74 - Plotting into Multiple Axes Part 2.mp4

15:13

18 - 3D Plotting with Matplotlib

75 - Introduction to 3D Plotting.mp4

16:34

76 - Surface Plots and Colormaps.mp4

16:17

77 - Wireframes and Contour Plots.mp4

27:35

78 - Stacks of Histograms and Text for 3D Plotting.mp4

24:34

19 - Introduction to NumPy

79 - NumPy Introduction.mp4

02:58

20 - NumPy Arrays

80 - Create and Reshape NumPy Arrays.mp4

22:54

81 - Create Standard NumPy Arrays.mp4

22:32

82 - Create Standard 2D Arrays.mp4

15:16

83 - Attributes on NumPy Arrays.mp4

20:24

84 - Resizing Arrays.mp4

14:54

21 - Manipulating NumPy Arrays

85 - Write an Array to File and Format Strings.mp4

30:08

86 - Random Numbers.mp4

19:37

87 - Sorting in NumPy.mp4

24:25

22 - Calculations and Math

88 - Calculations within NumPy Arrays.mp4

23:59

89 - Math Functions with NumPy.mp4

24:34

90 - Integrating with NumPy.mp4

24:34

91 - Statistics with NumPy.mp4

22:07

92 - Polynomials Part 1.mp4

22:23

93 - Polynomials Part 2.mp4

21:03

23 - Bonus

94 - Please rate this course.html

95 - Bonus Lecture.html

Course Trailer

1 - Course Trailer.mp4

00:40

Description

Learn to program and use Matplotlib and NumPy! Make 2D and 3D graphs with math. Make predictions with data with analysis

What You'll Learn?

Code in the web's most popular programming language: 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
Organize data into histograms, pie charts, and box and whisker plots
Perform calculations, functions and statistics with NumPy
And so much more in this massive life-changing course

Who is this for?

Anyone who wants to learn to code for the web in the popular Python programming language.

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

Beginners who want to learn to code for the web and make games in the popular Python programming language.

What You Need to Know?

The free data science platform Anaconda 4.2.0

Otherwise, you can download and install Python, Matplotlib, and NumPy online

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

More details

Description
Graphing & Programming for Everyone: Math & Computer Science
Don't miss out on this epic course of web programming and using the latest technology for prediction and data analysis. Enroll now to learn Python, Matplotlib, and NumPy - three massive topics in one straightforward course.
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 This course 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.
Learn how to use Python, a popular coding language used for websites like YouTube and Instagram.Â
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.
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!
Go through every step you needÂ to create and shape NumPy and 2D arrays.Â
Learn how to resize, format, and sort arrays. Then we cover how to perform calculations within NumPy arrays. You learn about math functions, statistics, and polynomials with NumPy.Â
Choose this course todayÂ
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
Enroll now to join the Mammoth community!
Who this course is for:
Anyone who wants to learn to code for the web in the popular Python programming language.
Experienced programmers who want to learn a 2D plotting library for Python.
Beginners who want to learn to code for the web and make games in the popular Python programming language.

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Python

John Bura

Instructor's Courses

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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