AI Engineering (Batch-05)

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Course Content

Introductory Class

  • AI Engineering (Batch-05) – Introductory Session
    02:38:51

Class 01 – Python Fundamentals: Installation & Configuration | Exploring Jupyter Notebook & VS Code | Python Data Types – Integers & Strings | Built-in Functions | String Indexing & Slicing

Class 02 – Python Fundamentals: Python Data Types – Lists, Tuples, Sets & Dictionaries | Essential Built-in Functions | Comparison & Chained Comparison Operators | Conditional Statements (if, elif, else) | User Input Handling | For Loops

Class 03 – Python Fundamentals: Functions – User-Defined Functions | Making Simple Apps: Hangman | Rock Paper Scissors | Multiplication Table Generator | Budget Tracker | And much more using only Python fundamentals!

Class 04 – Python Real-World Applications: Projects: QR Code Generator | Nearby Location Finder | Dynamic Email Sender | Audio Transcription & Translation | Web Scraper

Class 05 – Python Real-World Applications: PDF Tools – Reading, Text & Image Extraction | Merging | Watermarking | Exploring Libraries – Pandas | Importing & Exporting CSV and Excel Files | Built-in Functions of Pandas | Why Pandas is Important for Data Analysis | Case Study (Part 1): EDA – 365 Men Clothing Store

Class 06 – Exploring Libraries: Pandas – Case Study (Part 2): EDA – 365 Men Clothing Store | GroupBy Operations | Filters | Merging DataFrames