Complete Data Science Course 2026 (EDA Focused)

What is Data Science? Complete Guide with Components and Real-World Importance | Tutorial # 01

Data Science vs Data Analytics vs Machine Learning vs AI and Roles in Data Science | Tutorial # 02

Life Cycle of a Data Science Project Explained | Data Science Course 2025 | Tutorial # 03

Real World Use Cases of Exploratory Data Analysis (EDA) in Data Science | Tutorial # 04

Structured vs Unstructured vs Semi-Structured Data in Data Science | Tutorial # 05

Qualitative vs Quantitative Data Explained | Types of Quantitative Data | Data Science Tutorial # 06

Numerical, Categorical, Ordinal, and Time Series Data Explained | Data Science Tutorial # 07

File Formats Explained (CSV, Excel, JSON, SQL, XML, Parquet ) | Data Science Tutorial # 08

Metadata and Data Documentation for Datasets Explained | Data Science Tutorial # 09

Python & VS Code Installation and Setup (Step-by-Step Beginner Guide) | Data Science Tutorial # 10

Python Variables, Data Types, and Dynamic Typing Explained | Data Science Tutorial # 11

Python Type Conversion and Input/Output Functions Explained | Data Science Tutorial # 12

Python Arithmetic and Comparison Operators Explained | Data Science Tutorial # 13

Python Logical Operators (and, or, not) Explained | Data Science Tutorial # 14

Python String Operations and Methods | Concatenation and Slicing | Data Science Tutorial # 15

Python String Formatting | Format Strings in Python | Data Science Tutorial # 16

Python If, Else, and Elif Statements | Control Flow in Python | Data Science Tutorial # 17

Python Nested If Else Statements | Conditional Logic in Python | Data Science Tutorial # 18

Python If Else with Logical Operators | Combine Conditions in Python | Data Science Tutorial # 19

Python Match Case Statement | Conditional Logic in Python | Data Science Tutorial # 20

Python For Loop and While Loop Explained | Loops in Python Tutorial | Data Science Tutorial # 21

Python Nested For Loop and While Loop Explained | Loops in Python | Data Science Tutorial # 22

Python Break, Pass, and Continue Statements Explained | Loops in Python | Data Science Tutorial # 23

Python Range and Enumerate Functions Explained | Python Basics Tutorial | Data Science Tutorial # 24

Python List Explained | Python for Data Science Beginners | Data Science Tutorial # 25

Python Tuple Explained | Python for Data Science Beginners | Data Science Tutorial # 26

Python Set Data Structure Explained| Python for Data Science Beginners | Data Science Tutorial # 27

Python Dictionary Data Structure | Python for Data Science Beginners | Data Science Tutorial # 28

Python Nested Dictionary Data Structure | Python for Data Science | Data Science Tutorial # 29

Python Functions Explained | Python for Data Science | Data Science Tutorial # 30

Python Lambda, Map, Filter, & Reduce Functions | Programming in Python | Data Science Tutorial # 31

Python Recursive Functions Explained | Recursion in Python | Data Science Tutorial # 31 (Part 2)

Python Error and Exception Handling Explained | Try Except in Python | Data Science Tutorial # 32

Python File Handling Explained | Read, Write, Append Files in Python | Data Science Tutorial # 33

Python OOP Introduction Explained | What is Object Oriented Programming | Data Science Tutorial # 34

Python Instance Variables and Class Variables Explained | OOP in Python | Data Science Tutorial # 35

Python Inheritance Explained | Types of Inheritance in Python OOP | Data Science Tutorial # 36

Python Polymorphism Explained | Method Overriding and Overloading | Data Science Tutorial # 37

Python Encapsulation Explained | Data Hiding in Python OOP | Data Science Tutorial # 38

Python Modules and Packages | import, built in and custom modules | Data Science Tutorial # 39

Setup Miniconda & VS Code 🐼 | Complete Pandas Course for Data Science | Tut # 01

Introduction & Core Basics of Pandas 🐼 | Complete Pandas Course for Data Science | Tut # 02

Reading CSV & Excel Files and Explore Datasets using Pandas 🐼 | Complete Pandas Course | Tut # 03

Selecting Rows & Columns and Filtering Data using Pandas 🐼 | Complete Pandas Course | Tut # 04

Master GroupBy and Aggregation like a Pro! (Pandas) 🐼 | Complete Pandas Course | Tut # 05

Mastering Merge, Join, and Concat in Python 🐼 | Complete Pandas Course | Tut # 06

Data Cleaning & Advanced Operations using Pandas 🐼| Complete Pandas Course | Tut # 07

Data Visualization using pandas 🐼 | Complete Pandas Course | Tut # 08