Python-for-Data-Science-AI-Development

Module1: Python Basics

Getting started with Python and Jupyter
Types
Expressions and Variables
String Operations

Module2: Python Data Structures

Lists and Tuples
Dictionaries
Sets

Module3: Python Programming Fundamentals

Conditions and Branching
Loops
Functions
Exception Handling
Objects and Classes

Module4: Working with Data in Python

Reading and Writing Files with Open
Pandas
Numpy in Python

APIs and Data Collection

Simple APIs
REST APIs, Web Scraping and Working with Files

Name		Name	Last commit message	Last commit date
Latest commit History 80 Commits
Cheat Sheet1 Python Basics.pdf		Cheat Sheet1 Python Basics.pdf
Cheat Sheet2a Lists and Tuples.pdf		Cheat Sheet2a Lists and Tuples.pdf
Cheat Sheet2b Dictionaries & Sets.pdf		Cheat Sheet2b Dictionaries & Sets.pdf
Cheat Sheet3 Python Programming Fundamentals.pdf		Cheat Sheet3 Python Programming Fundamentals.pdf
Cheat Sheet4 Working with Data in Python.pdf		Cheat Sheet4 Working with Data in Python.pdf
Cheat Sheet5 APIs and Data Collection.pdf		Cheat Sheet5 APIs and Data Collection.pdf
Lab1a-Getting_Started_With_Python.ipynb		Lab1a-Getting_Started_With_Python.ipynb
Lab1b-Types.ipynb		Lab1b-Types.ipynb
Lab1c-Expressions_Variables.ipynb		Lab1c-Expressions_Variables.ipynb
Lab1d-Strings.ipynb		Lab1d-Strings.ipynb
Lab2a-Lists.ipynb		Lab2a-Lists.ipynb
Lab2b-Tuples.ipynb		Lab2b-Tuples.ipynb
Lab2c-Dictionaries.ipynb		Lab2c-Dictionaries.ipynb
Lab2d-Sets.ipynb		Lab2d-Sets.ipynb
Lab3a-Conditions and Branching.ipynb		Lab3a-Conditions and Branching.ipynb
Lab3b-Loops.ipynb		Lab3b-Loops.ipynb
Lab3c-Functions-jupyterlite.ipynb		Lab3c-Functions-jupyterlite.ipynb
Lab3e-Classes and Objects.ipynb		Lab3e-Classes and Objects.ipynb
Lab4a-ReadFile.ipynb		Lab4a-ReadFile.ipynb
Lab4b-WriteFile.ipynb		Lab4b-WriteFile.ipynb
Lab4c-Pandas_Practice.ipynb		Lab4c-Pandas_Practice.ipynb
Lab4d-LoadData.ipynb		Lab4d-LoadData.ipynb
Lab4e-Numpy1D.ipynb		Lab4e-Numpy1D.ipynb
Lab4f-Numpy2D.ipynb		Lab4f-Numpy2D.ipynb
Lab5a-Intro_API.ipynb		Lab5a-Intro_API.ipynb
Lab5b-Requests_HTTP.ipynb		Lab5b-Requests_HTTP.ipynb
Lab5c-API_2 v2.ipynb		Lab5c-API_2 v2.ipynb
Lab5d-Web-Scraping-Review.ipynb		Lab5d-Web-Scraping-Review.ipynb
Lab5e-WorkingWithDifferent.ipynb		Lab5e-WorkingWithDifferent.ipynb
README.md		README.md
Reading1a: Introduction to Jupyter.pdf		Reading1a: Introduction to Jupyter.pdf
Reading1b: Format Strings in Python.pdf		Reading1b: Format Strings in Python.pdf
Reading3a: Conditions and Branching.pdf		Reading3a: Conditions and Branching.pdf
Reading3b: Introduction to Loops in Python.pdf		Reading3b: Introduction to Loops in Python.pdf
Reading3c: Exploring Python Functions.pdf		Reading3c: Exploring Python Functions.pdf
Reading3d: Exception Handling.pdf		Reading3d: Exception Handling.pdf
Reading3e: Objects and Classes.pdf		Reading3e: Objects and Classes.pdf
Reading4a: Reading Files with Open.pdf		Reading4a: Reading Files with Open.pdf
Reading4b: Writing Files with Open.pdf		Reading4b: Writing Files with Open.pdf
Reading4c: Pandas.pdf		Reading4c: Pandas.pdf
Reading4d: Matrix Mathematics.pdf		Reading4d: Matrix Mathematics.pdf
Reading4e: Beginner's Guide to NumPy.pdf		Reading4e: Beginner's Guide to NumPy.pdf
Reading4f: Some Context on APIs.pdf		Reading4f: Some Context on APIs.pdf
Reading5a: Web Scraping and HTML Basics.pdf		Reading5a: Web Scraping and HTML Basics.pdf
Reading5b: Web Scraping - A Key Tool in Data Science.pdf		Reading5b: Web Scraping - A Key Tool in Data Science.pdf
Reading5c: Web Scraping Tables using Pandas.pdf		Reading5c: Web Scraping Tables using Pandas.pdf

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Python-for-Data-Science-AI-Development

Module1: Python Basics

Module2: Python Data Structures

Module3: Python Programming Fundamentals

Module4: Working with Data in Python

APIs and Data Collection

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Module1: Python Basics

Module2: Python Data Structures

Module3: Python Programming Fundamentals

Module4: Working with Data in Python

APIs and Data Collection

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