03.12.2022, 11:55
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Make Models & Graphs With Python, Blender And Matplotlib
Last updated 2/2019
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 28.65 GB | Duration: 35h 42m
Learn to code in Python, visualize data with Matplotlib, and make low poly 3D art in Blender! Learn popular software!
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 basic 3D plotting.
Navigate Blender.
Create 32 3D models of different types of buildings.
Requirements
Anaconda, which comes with Python, pandas, and Matplotlib
Topics involve intermediate math, so familiarity with university-level math is very helpful.
Blender
Description
Do you want to learn how to visualize data and get a start on making digital art?You've come to the right place.This course was funded by a wildly successful Kickstarter.We begin with a complete introduction to coding. Learn how to use Python, a popular coding language used for websites like YouTube and Instagram. Learn the basics of programming, including topics like variables, functions, and if statements. 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. Apply your knowledge to build a fully functional tic-tac-toe game. Learn classes, methods, attributes, instancing, and class inheritance. Make a Blackjack gameSolve errors that can occur when you work as a programmer.
Then you take your Python knowledge and apply it to Matplotlib. We go over many cool features of Matplotlib that we can use for data visualization. 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!
Digital artist Kevin Liao from Mammoth Interactive will teach you how to use Blender to make low-poly art. You draw 32 3D models of buildings for use in game development or other creations of your choice.
This course is perfect for beginners. We begin with a thorough introduction to the Blender interface. Blender is a powerful (and free) program that can be used to make art assets. The art you make in Blender is easy to add to games or other projects. Even if you're not an artist, you can make basic art models. Why choose Mammoth Interactive?
We prioritize learning by doing. We blend theory with practical projects to ensure you get a hands-on experience by building projects alongside your instructor. Our experienced instructors know how to explain topics clearly at a logical pace. Check out our huge catalog of courses for more content.
When you have a free afternoon, spend it efficiently by learning a new skill that you can put on your resume, with a finished project you can add to your portfolio. Before you know it, your showcase will grow with all the projects that will have built up over time.
Taking daily steps to grow your toolkit will ensure that you remain a lifelong learner. As they say, there's no such thing as a small step. Every action you take will impact the rest of your career.You get full lifetime access to this course for a single fee. Enroll today to join the Mammoth community!
Overview
Section 1: Introduction to Python
Lecture 1 What is Python?
Section 2: Basic of Python Programming
Lecture 2 Variables
Lecture 3 Functions
Lecture 4 If Statements
Lecture 5 UPDATE! More Examples Through Code
Section 3: Introduction to Python Lists
Lecture 6 Lists
Section 4: Introduction to Python Loops
Lecture 7 *Examples* Using For Loops
Lecture 8 While Loops
Lecture 9 Breaking and Continuing In Loops
Lecture 10 Making Shapes with Loops
Lecture 11 Nest Loops, Printing & Tic Tac Toe
Section 5: Introduction to Sets and Dictionaries
Lecture 12 Understanding Sets and Dictionaries
Lecture 13 *Example* Inventory List
Section 6: Python Input and Output
Lecture 14 How to Implement Input and Output
Lecture 15 Integrating File Input and Output
Lecture 16 *Example* Tic Tac Toe Game Part 1
Lecture 17 *Example* Tic Tac Toe Game Part 2
Lecture 18 *Example* Writing Participant Data To File
Lecture 19 *Example* Reading Participant Data From File
Lecture 20 Doing Simple Statistics With Participant Data From File
Section 7: Introduction to Python Classes
Lecture 21 A First Look at Classes
Lecture 22 Inheritance and Classes
Lecture 23 *Classes Example* Using Pets
Lecture 24 *Classes Example* Using Pets - Dogs
Lecture 25 *Classes Example* Using Pets - Cats
Lecture 26 *Classes Example* Using Pets - Adding Humans
Lecture 27 UPDATE! More Examples Through Code
Section 8: Importing and 3 Libraries
Lecture 28 Introduction to Importing and the Random Library
Lecture 29 Another Way Of Importing and Using Lists with Random
Lecture 30 Using The Time Library
Lecture 31 Introduction to the Math Library
Lecture 32 *Example* Creating a User Guessing Game with Random
Lecture 33 Making the Computer Guess a Random Number
Section 9: *Project* Python Blackjack Game
Lecture 34 *Project* Creating and Shuffling a Deck
Lecture 35 *Project* Creating the Player Class
Lecture 36 *Project* Expanding the Player Class
Lecture 37 *Project* Implementing a Bet and Win
Lecture 38 *Project* Implementing Player Moves
Lecture 39 *Project* Running the Game
Section 10: Python Error Handling
Lecture 40 How to Handle Errors
Section 11: Make 2D & 3D Graphs with Matplotlib
Lecture 41 Installing Matplotlib
Lecture 42 Introduction to Matplotlib
Section 12: Matplotlib Basics
Lecture 43 Introduction, Setup, and Installation
Lecture 44 Creating our First Scatter Plot
Lecture 45 Line Plots
Section 13: Graph Customization
Lecture 46 Labels, Title, and a Legend
Lecture 47 Changing the Axis Ticks
Lecture 48 Adding Text into our Graph
Lecture 49 Annotating our Graph
Lecture 50 Changing Figure Size and Saving the Figure
Lecture 51 Changing the Axis Scales
Section 14: More Advanced Matplotlib Plots
Lecture 52 Creating Histograms
Lecture 53 Creating Histograms Continued
Lecture 54 Changing Histogram Types
Lecture 55 Bar Plots
Lecture 56 Stack Plots
Lecture 57 Pie Charts
Lecture 58 Box and Whisker Plots
Section 15: Finance Graphs
Lecture 59 Creating Figures and Subplots
Lecture 60 Getting and Parsing CSV Data for Plotting
Lecture 61 Creating a Candlestick Plot
Lecture 62 Setting Dates for our Candlestick Plot
Lecture 63 Reading Data directly from Yahoo
Lecture 64 Customizing our OHLC Graph
Section 16: Advanced Graph Customization
Lecture 65 Adding Grids
Lecture 66 Closer Look at Tick Labels
Lecture 67 Customizing Grid Lines
Lecture 68 Live Graphs
Lecture 69 Styles and rcParameters
Lecture 70 Sharing an X-axis between Two Plots
Lecture 71 Setting Axis Spines
Lecture 72 Creating multiple axes in our figure
Lecture 73 Creating multiple axes in our figure (continued)
Lecture 74 Plotting into the multiple axes
Lecture 75 Plotting into the multiple axes (continued)
Section 17: 3D Plotting
Lecture 76 Getting Started with 3D Plotting
Lecture 77 Surface plots and Colormaps
Lecture 78 Wireframes and Contour plots
Lecture 79 Stacks of histograms and text for 3D plotting
Section 18: Getting Started with Blender
Lecture 80 Download and Install Blender
Lecture 81 Introduction and Setting Changes
Lecture 82 Camera Controls
Lecture 83 Emulated Numbpad Camera
Lecture 84 Basic Object Manipulation
Lecture 85 Frequently Used Tools
Lecture 86 Mirror Modifier
Section 19: *Projects* Make 32 Low Poly Buildings
Lecture 87 3D Tent
Lecture 88 3D Windmill
Lecture 89 3D Modern Windmill
Lecture 90 3D Medieval House
Lecture 91 3D Medieval House Continued
Lecture 92 3D Colosseum
Lecture 93 3D CN Tower
Lecture 94 Freestyle Moon Base
Lecture 95 Freestyle Space Station
Lecture 96 3D Pyramids of Giza
Lecture 97 3D Leaning Tower of Pisa
Lecture 98 3D Arc De Triomphe
Lecture 99 3D Maya Temple
Lecture 100 3D Shinto Shrine Gate
Lecture 101 3D Big Ben
Lecture 102 3D Great Wall of China
Lecture 103 3D Forbidden City Main Building
Lecture 104 3D Parthenon
Lecture 105 3D Greek Amphitheater
Lecture 106 3D Renaissance-Themed Building
Lecture 107 3D Empire State Building
Lecture 108 3D Greek Building
Lecture 109 3D London Bridge
Lecture 110 3D White House
Lecture 111 3D Peace Arch
Lecture 112 3D Washington Monument
Lecture 113 3D Gateway Arch
Lecture 114 3D Cattedrale Di Santa Maria Del Fiore
Lecture 115 3D Basilica Di San Lorenzo
Lecture 116 3D Basilica Di Santa Croce
Lecture 117 3D Palazzo Pitti
Lecture 118 3D Saint Peter's Basilica
Lecture 119 Source Material
Section 20: Bonus
Lecture 120 Please rate this course
Lecture 121 Bonus Lecture
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 and 3D plotting library for Python.,Beginners who want to learn 3D modelling.,Intermediate 3D modelers who want to learn how to use Blender.,Game developers who need art assets for a game.
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