Complete Data Science Journey 2026

Here is the list for the Complete Data Science Journey 2026 with all article links, links for all Jupyter Notebooks, and YouTube Videos.

S.no.TitleArticle LinkJupyter NotebookYouTube Video
1Data Science Journey 2026 — Step 1: Learn Python for Data Science (Beginner to Pro)1.     System setup

2.     Data Types

3.     Data Structures

4.     Control Flow Statements

5.     Built-in Functions

6.     Numpy

7.     Pandas

 

Python NotebookStep 1 Video
2Data Science Journey 2026 — Step 2: Master SQL for Data Science (With Real Examples)1.       Master SQLSQL NotebookStep 2 Video
3Data Science Journey 2026 — Step 3: Every AI Model Runs on These 5 Maths Concepts1.      Linear Algebra

  1. Coordinate Geometry
  2. Planes
  3. Matrices
  4. Calculus

 

 Step 3 Video
4Data Science Journey 2026 — Step 4: Probability and Statistics Every Data Scientist Must Know1.      Probability

  1. Statistics

 

Probability Notebook

Statistics Notebook

Step 4 Video
5

 

Data Science Journey 2026 — Step 5: Data Analysis and Visualization with Matplotlib and Seaborn1.       EDA

2.       Univariate EDA

3.       Bivariate EDA

EDA NotebookStep 5 Video
6Data Science Journey 2026 — Step 6: Build Your First Machine Learning Model from Scratch1.       ML Model

2.       Types of ML

ML NotebookStep 6 Video
7Data Science Journey 2026 — Step 7: Neural Networks and Deep Learning (How Machines Actually Learn)1.       NNNN NotebookStep 7 Video
8Data Science Journey 2026 — Step 8: NLP and Computer Vision (Teach AI to Read and See)1.       NLP

2.       CV

NLP and CV NotebookStep 8 Video
9Data Science Journey 2026 — Step 9: Generative AI and LLMs (How Machines Actually Generate Text)1.       GenAI

2.       LLM

Gen AI and LLM NotebookStep 9 Video
10Data Science Journey 2026 — Step 10: AI Agents and Automation (The Skill That Will Define the Next Decade)1.       AI AgentAI Agent NotebookStep 10 Video

Keep Learning and Keep Implementing!!

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