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دسته بندی دوره ها

python-coding

سرفصل های دوره

1 - Welcome To The Course
  • 1 - Welcome Challenge.html
  • 2 - Installing Python Windows MAC
  • 3 - Get the Datasets here.html
  • 4 - Extra Resources.html

  • 2 - Core Programming Principles
  • 5 - Types of variables
  • 6 - Using Variables
  • 7 - Boolean Variables and Operators
  • 8 - The While Loop
  • 9 - The For Loop
  • 10 - The If statement
  • 11 - Code indentation in Python
  • 12 - Section recap
  • 13 - HOMEWORK Law of Large Numbers

  • 3 - Fundamentals Of Python
  • 14 - What is a List
  • 15 - Lets create some lists
  • 16 - Using the brackets
  • 17 - Slicing
  • 18 - Tuples in Python
  • 19 - Functions in Python
  • 20 - Packages in Python
  • 21 - Numpy and Arrays in Python
  • 22 - Slicing Arrays
  • 23 - Section Recap
  • 24 - HOMEWORK Financial Statement Analysis

  • 4 - Matrices
  • 25 - Project Brief Basketball Trends
  • 26 - Matrices
  • 27 - Building Your First Matrix
  • 28 - Dictionaries in Python
  • 29 - Matrix Operations
  • 30 - Your first visualization
  • 31 - Expanded Visualization
  • 32 - Creating Your First Function
  • 33 - Advanced Function Design
  • 34 - Basketball Insights
  • 35 - Section Recap
  • 36 - HOMEWORK Basketball free throws

  • 5 - Data Frames
  • 37 - Importing data into Python
  • 38 - Exploring your dataset
  • 39 - Renaming Columns of a Dataframe
  • 40 - Subsetting dataframes in Pandas
  • 41 - Basic operations with a Data Frame
  • 42 - Filtering a Data Frame
  • 43 - Using at and iat advanced tutorial
  • 44 - Introduction to Seaborn
  • 45 - Visualizing With Seaborn Part 1
  • 46 - Keyword Arguments in Python advanced tutorial
  • 47 - Section Recap
  • 48 - HOMEWORK World Trends

  • 6 - Advanced Visualization
  • 49 - What is a Category data type
  • 50 - Working with JointPlots
  • 51 - Histograms
  • 52 - Stacked histograms in Python
  • 53 - Creating a KDE Plot
  • 54 - Working with Subplots
  • 55 - Violinplots vs Boxplots
  • 56 - Creating a Facet Grid
  • 57 - Coordinates and Diagonals
  • 58 - EXTRA Building Dashboards in Python
  • 59 - EXTRA Styling Tips
  • 60 - EXTRA Finishing Touches
  • 61 - Section Recap
  • 62 - HOMEWORK Movie Domestic Gross

  • 7 - Homework Solutions
  • 63 - Homework Solution Section 2 Law Of Large Numbers
  • 64 - Homework Solution Section 3 Financial Statement Analysis Part 1
  • 65 - Homework Solution Section 3 Financial Statement Analysis Part 2
  • 66 - Homework Solution Section 4 Basketball Free Throws
  • 67 - Homework Solution Section 5 World Trends Part 1
  • 68 - Homework Solution Section 5 World Trends Part 2
  • 69 - Homework Solution Section 6 Movie Domestic Gross Part 1
  • 70 - Homework Solution Section 6 Movie Domestic Gross Part 2
  • 71 - THANK YOU Video

  • 8 - Congratulations Dont forget your Prize
  • 72 - Huge Congrats for completing the challenge.html
  • 73 - BONUS Cloud Skills for ML AI COUPON inside.html
  • Cryptocurrency.pdf
  • MyBlogs.pdf
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