Data Science & AI Fellowship Program
Master the essentials of Data Science and AI to kickstart your career. Gain practical skills to analyze data and build intelligent systems that drive decision-making.
Python Free Bootcamp - Youtube Playlist (First 12 Lectures - Python Fundamentals)
Lecture 01 - Data Science and AI Fellowship
Lecture 02 - Data Science and AI Fellowship
Lecture 03 - Data Science and AI Fellowship
Lecture 04 - Data Science and AI Fellowship
Lecture 05 - Data Science and AI Fellowship
Lecture 06 - Data Science and AI Fellowship
Lecture 07 - Function parameters/arguments and types
Lecture 08 - Global & Local scope
Lecture 09 - Data Science and AI Fellowship
Lecture 10 - Data Science and AI Fellowship
Lecture 11 - Data Science and AI Fellowship
Lecture 12 - Data Science and AI Fellowship
Lecture 13 - Data Science and AI Fellowship
Lecture 14 - Data Science and AI Fellowship
Lecture 15 - Data Science and AI Fellowship
Lecture 16 - Data Science and AI Fellowship
Lecture 17 - Data Science and AI Fellowship
Lecture 18 - Data Science and AI Fellowship
Lecture 19 - Data Science and AI Fellowship
Lecture 20 - Data Science and AI Fellowship
Lecture 21 - Data Science and AI Fellowship
Lecture 22 - Tuple_Data Structure, Heap & Stack, Deep copy & Shallow copy
Lecture 23 - Dictionary (Collection → Mapping)_Data Structure (1st Part)
Lecture 24 part 01 - Dictionary (2nd Part)
Lecture 24 part 02 - Dictionary (2nd Part)
Lecture 25 - Data Science & AI fellowship
Lecture 26 - Data Science & AI fellowship
Lecture 27 - Data Science and AI Fellowship
Lecture 28 - Data Science and AI Fellowship
Lecture 29 - Programming Fundamentals (Part 01)
Lecture 30 - Programming Fundamentals (Part 02) & String Methods
Lecture 31 - String Methods, Standard/Built-in and Third-party Packages & Module, Projects: Coffee Machine Program & Quiz Design
Lecture 32 - Text-based & Graphical User Interface, Turtle Module, Problems: 1. Draw a Square, 2. Draw a Triangle, Square, Pentagone, Hexagone, Heptagone, Octagone, Nanogone, Decagone,
Lecture 33 - Turtle Module → Event Listeners (Methods), Coordinate System, Problem: Etch-a- Sketch
Lecture 34 - Implementation of the Turtle Module in Turtle Racing Game
Lecture 35 - Turtle Module → Snake Game(Part 01) - (Procedural programming → OOP), Inheritance
Lecture 36 - Turtle Module → Snake Game(Part 02), OOP & Inheritance Implementation
Lecture 37 - Path(part 01), RAM → Persistent Storage(Hard Disk → Files), Path → Folder/Directory & file (file name.extension), pathlib module → Path class
Lecture 38 - Path(part 02), CWD & Home Directory, Class methods & Object/Instance methods, Relative & Absolute Paths, Commands Automation, Creating Directories
Lecture 39 - Path(part 03), Object Inspector → Data & Attributes of Path object, Metadata, Finding Files with Glob Patterns
Lecture 40 - Path(part 04) → Validating Paths, File Handling (part 01) → Files (Text/Plain-text & Binary files), Hexviewer, open() function & its parameters, Text mode, Encoding
Lecture 41 - File Handling (part 02) → Binary mode ('b'), Context Manager, shelve module, Organizing Files (Automation) → pathlib, shutil (Shell Utilities) & os (Operating System) modules
Lecture 42 - Organizing Files → send2trash module, walk(), Generator object, Zipfiles/Archive & Compression, zipfile module
Lecture 43 part 01 - Command-line Interface (CLIs → cmd/PS & bash/shell), commands/program, scripts (shell script/batchfile), compiled & Interpreted and general purpose & specific purpose languages, Python Installation's Components
Lecture 43 part 02 - Environment (OS → Windows & Linux) & environment variables → Path variable
Lecture 44 - Package manager (pip.exe), Vitual Environment
Lecture 45 - Data Science and AI Fellowship
Lecture 46 - Data Science and AI Fellowship
Lecture 47 - Data Science and AI Fellowship
Lecture 48 - Data Science and AI Fellowship
Lecture 49 - Data Science and AI Fellowship
Lecture 50 - Data Science and AI Fellowship
Lecture 51 - Data Science and AI Fellowship
Lecture 52 - Data Science and AI Fellowship
Lecture 53 - Data Science and AI Fellowship
Lecture 54 - Data Science and AI Fellowship
Lecture 55 - Data Science and AI Fellowship
Lecture 56 part 01 - Data Science and AI Fellowship
Lecture 56 part 02 - Data Science and AI Fellowship
Lecture 57 - Data Science and AI Fellowship
Lecture 58 - Data Science and AI Fellowship
Lecture 59 - Data Science and AI Fellowship
Lecture 60 - Data Science and AI Fellowship
Lecture 61 - Data Science and AI Fellowship
Lecture 62 - Data Science and AI Fellowship
Lecture 63 - Data Science and AI Fellowship
Lecture 64 - Data Science and AI Fellowship
Lecture 65 - Data Science and AI Fellowship
Lecture 66 - Data Science and AI Fellowship
Lecture 67 - Data Science and AI Fellowship
Lecture 68 - Data Science and AI Fellowship
Lecture 69 - Data Science and AI Fellowship
Lecture 70 - Data Science and AI Fellowship
Lecture 71 - Data Science and AI Fellowship
Lecture 72 - Data Science and AI Fellowship
Lecture 73 - Data Science and AI Fellowship