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Python Foundation Course for Data Science

Python Foundation Course for Data Science

Private Course
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Responsible Administrator
Last Update 01/19/2025
Completion Time 5 days 2 hours 40 minutes
Members 37
  • Announcements
    • New Curriculum for this course
  • Resources
    • Python
    • Data Preparation
    • Data Management
  • Zoom Link
    • Zoom Link for Batch-5
  • Zoom Recordings
    • Week-1 Day-1 Lecture
    • Week-1 Day-2 Lecture
    • Week-2 Day-1 Lecture
    • Week-2 Day-2 Lecture
    • Week-3 Day-1 Lecture
      New
  • Reference Books
    • Eric Matthes - Python Crash Course-No Starch Press (2023).pdf
    • Everything You Need to Ace Computer Science and Coding in One Big Fat Notebook The Complete Middle School Study Guide.pdf
    • Python Flash Cards Syntax, Concepts, and Examples by Eric Matthes (z-lib.org).pdf
    • Kenneth A. Lambert - Fundamentals Of Python_ First Programs (MindTap Course List) (2023, Cengage Learning) - libgen.li.pdf
    • Intro to Python for Computer Science and Data Science Learning to Program with AI, Big Data and The Cloud by Paul J. Deitel, Harvey Deitel (z-lib.org).pdf
  • 1-Environment Setup and Python Introduction
    • 1-1 Introduction to the Python Course
    • 1-2 What is Python
    • 1-3 Download and Install Python and Anaconda
    • 1-4 Install VS Code with python extension
    • 1-5 How to run Print Statement in multiple ways
    • 1-6 Chapter 1 Getting Started with Python
    • 1-7 Troubleshooting
  • 2-Variables and Simple Data Types
    • 2-1 Introduction to Chapter 2
    • 2-2 Introduction to Another Great Book to learn Python
    • 2-3 Variables
    • 2-4 Naming and Using Variables
    • 2-5 Avoiding Name Errors When Using Variables
  • Game Project-1
    • Game Project-1-1 Display Function
    • Game Project-1-2 Accepting User Inputs
    • Game Project-1-3 User input validation Part 1
    • Game Project-1-4 User input validation Part 2
    • Game Project-1-5 Simple Interaction
    • Practice before project.ipynb
  • Week - 1 Lectures Videos
    • 1 1 Order of Operations
    • 1 2 Data Types
    • 1 3 Lists in Python
    • 1 3 Working with Lists
      New
    • 1 4 Appending Items to a list
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    • 1 5 Aggregating Items
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    • 1 6 Zipping Items
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    • 1 7 For Loops in Python
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    • 1 8 Dictionaries in Python
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    • 1 9 JSON
      New
  • Week - 2 Lectures Videos
    • 3 1 Introduction to Python Data Types
      New
    • 3 2 Basic Math with Python
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    • 3 3 Assign Variables
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    • 3 4 Introduction to Strings
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    • 3 5 Indexing and Slicing with Strings
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    • 3 6 String Properties and Methods
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    • 3 7 Print Formatting with Strings
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    • 3 8 Lists
      New
    • 3 9 Dictionaries
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    • 3 10 Tuples
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    • 3 11 Booleans
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    • 3 12 Basic File Input Output with text file
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  • Week - 3 Lectures Videos
    • 2 1 Glob Function
      New
    • 2 2 f strings in Python
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    • 2 3 Iterators and Iterables
      New
    • 2 4 List Comprehension
      New
    • 2 5 Functions
      New
    • 2 6 Lamda Functions
      New
    • 2 7 Context Manager
      New