Learn Python Data Analysis with Pandas and Make a Unity Game

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John Bura,Mammoth Interactive

39:10:17

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1 - Introduction to Python

2 - Download Python Free.html

3 - What Well Learn About Python.mp4

02:07

2 - Basics of Programming with Python

4 - Variables.mp4

23:46

5 - Functions.mp4

28:22

6 - If Statements.mp4

32:13

3 - Lists Python Fundamentals

7 - Introduction to Lists.mp4

30:57

4 - Loops Python Fundamentals

8 - Introduction to For Loops with Examples.mp4

38:56

9 - Getting Familiar with While Loops.mp4

30:18

10 - Breaking and Continuing In Loops.mp4

30:48

11 - Making Shapes with Loops.mp4

16:21

12 - Nested Loops and Printing a TicTacToe Field.mp4

37:42

5 - Sets and Dictionaries Python Fundamentals

13 - Understanding Sets and Dictionaries.mp4

25:51

14 - Example Inventory List.mp4

27:09

6 - Input and Output Python Fundamentals

15 - Introduction and Implementation of Input and Output.mp4

38:39

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

43:21

17 - Example TicTacToe Game.mp4

38:03

18 - Example TicTacToe Game Continued.mp4

30:43

19 - Example Writing Participant Data to File.mp4

33:54

20 - Example Reading Participant Data from File.mp4

27:32

21 - Statistics with Participant Data from File.mp4

27:15

7 - Classes Python Fundamentals

22 - Introduction to Classes.mp4

42:37

23 - Inheritance and Classes.mp4

42:39

24 - Classes Example Pets.mp4

24:00

25 - Classes Example Dogs.mp4

17:13

26 - Classes Example Cats.mp4

22:57

27 - Adding Humans to the Pets Example.mp4

16:27

8 - Importing Python Fundamentals

28 - Introduction to Importing and the Random Library.mp4

16:08

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

16:45

30 - How to Use the Time Library.mp4

12:37

31 - Introduction to the Math Library.mp4

12:41

32 - Example Creating a UserGuessing Game with Random.mp4

13:08

33 - Making our Computer Guess a Random Number.mp4

22:45

9 - Example Making a Blackjack Game Python Fundamentals

34 - Creating and Shuffling the Deck.mp4

14:42

35 - Creating the Player Class.mp4

38:34

36 - Expanding the Player Class.mp4

14:42

37 - Implementing a Bet and Win.mp4

18:22

38 - Implementing Player Moves.mp4

24:17

39 - Running the Game Final.mp4

37:43

10 - Error Handling Python Fundamentals

40 - Getting Started with Error Handling.mp4

23:30

11 - Setting up Pandas

41 - Installing Pandas.html

42 - Setting up Pandas.mp4

02:49

12 - Datastructures

43 - Creating a DataFrame.mp4

24:12

44 - Sorting and Series.mp4

21:13

45 - Expanding a Dataframe.mp4

18:45

13 - Manipulating DataFrames

46 - Getting Values and dealing with NaN Values.mp4

23:40

47 - Dropping Rows and Columns.mp4

25:43

14 - Reading and Writing Data

48 - Reading from CSV.mp4

21:18

49 - Writing to CSV.mp4

22:11

15 - Analytical Approaches to data

50 - Starting with an analysis.mp4

22:43

51 - Locating data by labels.mp4

22:43

52 - Statistical description of data.mp4

21:13

53 - Histogram plots in pandas.mp4

23:27

54 - Starting an analysis of all our data.mp4

22:42

55 - Continuing an analysis of all our data.mp4

18:23

16 - How to Navigate Unity

56 - Introduction.mp4

03:13

57 - Unityr Editor.mp4

13:21

58 - Moving a Cube.mp4

12:03

59 - Materials.mp4

08:55

60 - Lights.mp4

06:15

61 - Particle System.mp4

06:20

62 - Applying Physics.mp4

04:58

63 - Assets Store.mp4

03:11

17 - Coding Introduction to Unity

64 - Introduction.mp4

02:09

65 - Variables.mp4

16:59

66 - Methods.mp4

16:19

67 - if Blocks.mp4

07:40

68 - Loops.mp4

12:45

18 - Inputs Introduction to Unity

69 - Introduction.mp4

01:58

70 - Key Presses.mp4

13:35

71 - Moving a Player.mp4

11:03

72 - Jumping.mp4

10:58

73 - Moving Foward.mp4

07:18

74 - Cycling Camera.mp4

14:07

19 - Prefabs Introduction to Unity

75 - Introduction.mp4

01:49

76 - Introduction to Prefabs.mp4

16:51

77 - FAQ on Instantiating Objects.html

78 - Random Angles.mp4

09:15

79 - FAQ on Destroying Objects.html

80 - Explosion Effect.mp4

13:12

81 - Adding Explosion Effects.mp4

10:07

20 - Lets Make a Unity Game

82 - Organizing the Project.mp4

07:36

83 - Preparing the Player.mp4

16:14

84 - Walking and Jumping.mp4

20:41

85 - Raycasting.mp4

07:32

86 - Raycast Precision.mp4

08:30

87 - Camera follow.mp4

18:04

88 - Coins.mp4

17:29

89 - User Interface.mp4

10:15

90 - Events.mp4

12:11

91 - Simple Enemy.mp4

14:42

92 - Enemy Walking Paths.mp4

13:41

93 - Jumping Over Enemies.mp4

12:53

94 - Shell Enemy.mp4

27:43

95 - Shell Bouncing.mp4

09:58

96 - Pipe Enemy.mp4

17:48

97 - Blocks.mp4

24:57

98 - Powerups.mp4

08:29

99 - Powerup Feedback.mp4

11:26

100 - Win and Lose the Game.mp4

14:40

21 - Introduction to Photoshop

101 - Build a New file.mp4

05:15

102 - Navigational Controls.mp4

02:36

103 - Basic Tools Rundown.mp4

04:37

104 - Basic Tools Usage.mp4

18:24

105 - Basic Secondary Tools.mp4

11:46

106 - Basic Layers.mp4

06:49

107 - Painting Sample.mp4

04:29

108 - Adjustment Layers Part 1.mp4

06:07

109 - Adjustment Layers Part 2.mp4

09:08

110 - Adjustment Layers Part 3.mp4

10:21

111 - Transform Tool.mp4

06:11

112 - Transform Tool Contd.mp4

05:48

113 - Colour Range Select.mp4

04:46

114 - Image Settings.mp4

05:03

115 - Image Adjustment.mp4

02:42

116 - Photoshop fun.mp4

12:22

117 - Photoshop fun Contd.mp4

10:52

118 - Ruler Usage.mp4

06:05

22 - How to Make Art for the Game in Photoshop

119 - Old and New Project Interface.mp4

02:15

120 - Project SetUp.mp4

02:38

121 - Brick Block Asset.mp4

07:53

122 - Coin Block Asset.mp4

06:44

123 - Pipe Asset.mp4

08:22

124 - Background Objects.mp4

19:24

125 - Checkpoint Flag.mp4

05:27

126 - End House.mp4

17:34

127 - Castle.mp4

18:37

128 - Power Blocks.mp4

06:55

129 - Foundation Block.mp4

11:23

130 - Shell Enemy.mp4

16:51

131 - Shroom Enemy.mp4

11:02

132 - PowerUp Shroom.mp4

10:39

133 - Plant Enemy.mp4

10:39

134 - Marlo.mp4

21:22

23 - How to Animate Art for the Game in Photoshop

135 - Animation Setup.mp4

04:19

136 - Shroom Animation.mp4

14:37

137 - Shell Enemy Animation.mp4

15:18

138 - Marlo Idle.mp4

07:44

139 - Marlo Running Animation.mp4

38:25

140 - Marlo Running Animation Contd.mp4

36:03

24 - Finishing the Game in Unity

141 - Importing Art.mp4

03:43

142 - Background Setup.mp4

15:15

143 - Infinite Background.mp4

23:51

144 - Game Element.mp4

07:33

145 - Integrating Blocks.mp4

10:26

146 - Adjustments.mp4

09:37

147 - Finish Line.mp4

06:22

148 - Enemy Animation.mp4

18:18

149 - Player Animation.mp4

20:21

150 - Block Collision Adjustment.mp4

07:10

25 - Finalizing Features in Unity

151 - Physics Adjustment.mp4

04:56

152 - Audio Integrating Sounds Effects.mp4

06:41

153 - Challenge Time.mp4

01:56

26 - Unity Game Resources

154 - 2000 value Art Assets and Source Code.html

154 - SourceandAssets.zip

155 - Please leave us a rating.html

156 - Bonus Lecture Free 200 Webinar.html

Course Trailer

1 - Course Trailer.mp4

00:40

Description

*Includes FREE book and webinar! Make dataframes & a Marlo Bros game with C# and art in Photoshop. Learn data science!

What You'll Learn?

Code in the Python 3.5 programming language
Make games with Python
Create dataframes with pandas
Read and write data from and to CSV
Recognize analytical approaches to data
Build a Classic 2D Marlo Bros game in Unity®
Learn game design fundamentals
Create game art in Photoshop
Code in C#
Add sound effects to the game!

Who is this for?

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

Beginners who want to learn data analysis.

People who want to make games.

What You Need to Know?

Download Anaconda 4.2.0, the free data science platform by Continuum, which contains Python 3.5.2 and pandas 0.19.2.

Otherwise, you can download and install Python 3.5.2 and pandas 0.19.2 for free online.

Pandas deals with NumPy, so please install that as well.

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

Download and install Unity® 2017.2.0f3 and Adobe Photoshop CC 2017.

This course was recorded on a Mac, but you can use a PC.

More details

Description
This course was funded by a #1 project onÂ Kickstarter.

Part 1Â

YouÂ willÂ learn how to use Python -Â a popular coding language used for websites like YouTube and Instagram. YouÂ willÂ learn the basics of programming,Â data structures,Â loops and MORE!Â

WeÂ willÂ apply our knowledge to build a fully functional tic-tac-toe game.Â We willÂ make an additional Blackjack game! You willÂ learn how to solve errors that can occur when you work as a programmer.

Part 2

You will take your Python knowledge and apply it to theÂ pandas framework.Â

We will delve deep into using pandas, anÂ open source library with high-performance and easy-to-use data structures and data analysis tools written for Python.

Part 3

You will learn to make a 2D platform runner game. You'll design and implement power-ups, enemies, game charactersÂ and backgrounds.Â We interweave theory with practical examples so that youÂ learn by doing.

Glauco Pires from Mammoth Interactive willÂ teachÂ youÂ how to build a Super MARLO RunnerÂ game withÂ UnityÂ®.Â We willÂ teach you the fundamentals of designing, coding, and fine-tuning a game.

First you willÂ design the gameÂ and its functionality in UnityÂ®.Â You willÂ learn how to code in C# and build video game levels.Â Don't worry if you've never coded before. We start simple and add more to the game as the course goes on!

Part 4

Kevin Liao will teachÂ you everything you need to know aboutÂ Photoshop toÂ make game art. We will integrate the art we make, along with sound, into our Marlo game!

Learning how to code is a great way to jump in a new career or enhance your current career. Coding is the new math!Â

Learning to code will propel you forward for any situation. Learn it today and get a head start for tomorrow. People who can master technology will rule the future.
Included in this course is material for beginners to get comfortable with the interfaces. Please note that we reuse this content in similar courses because it is introductory material. You can find some material in this course in the following related courses:

Data Science & Analysis: Make DataFrames in Pandas & Python
The Complete Unity and Artificial Intelligence Masterclass
Complete UnityÂ® From Scratch: Make A Classic Marlo Bros Game

Bonus

Also included is theÂ webinarÂ How To Master AnythingÂ by Mammoth Interactive founder John Bura. Being able to master a skill quickly is an essential in modern industries because the world changes so rapidly.Â

In this webinar, you will learnÂ what you need to become a professional in your field.Â JohnÂ will tell you the secrets on how to get good at anything fast.Â

Learn what you can do to make yourself stand out in your career!

Reviews

â€œAn easily understood course, withÂ detailed instructionÂ and good explanation of the concepts involved in making this clone game. A very well done tutorial, especially fro someone like me is just now learning how to write code.â€Â â˜†â˜†â˜†â˜†â˜†Â

"I really like the approach the presenter takes â€“ not just the technical details, but also the veryÂ human, personal development information and recommendationsÂ he provides.â€Â â˜†â˜†â˜†â˜†â˜†Â

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 â˜†â˜†â˜†â˜†â˜†Â

Enroll now to join the Mammoth community
Who this course is for:
Absolute beginners who want to learn to code for the web and make games in the popular Python programming language.
Beginners who want to learn data analysis.
People who want to make games.

User Reviews

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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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