382 Days Lo AI/ML Job Ela Techukovali | Roadmap + Free Resources for Students | Telugu

Описание: Instagram =   / khushalshambu  

Please find the free resources below -

1. Python

Begin with fundamentals: datatypes, functions, OOP, and small projects to build confidence.
Resource: FreeCodeCamp Python Playlist
   • Python for Beginners – Full Course [Progra...  

2. Git

Understand the basics of version control so you can work like real developers do: commits, branches, and pushes.
Resource: Git Zero to Hero
   • Git Tutorial for Beginners: Learn Git in 1...  

3. DSA

Build strong foundations in data structures and algorithms. This helps whether you choose ML or regular Python development.
Resource: Lucid Programming
   / lucidprogramming  

4. Mathematics & Statistics

Focus on the essentials: probability, linear algebra, calculus, and key statistical concepts.
Resource: Khan Academy
https://www.khanacademy.org/math/get-...

5. SQL

Learn how to access, organize, and manipulate data with queries, joins, primary keys, foreign keys, and basic functions.
Resource: W3Schools SQL
https://www.w3schools.com/sql/sql_int...

6. Data Manipulation

This is where real ML workflows begin. Practice cleaning, processing, and visualizing data using NumPy, Pandas, and Matplotlib.
Resource: Corey Schafer
   / @coreyms  

7. Core ML & AI

Learn how machine learning actually works: regression, classification, and essential algorithms.
Resource: TensorFlow Official Tutorials
https://www.tensorflow.org/tutorials

8. Advanced ML / Deep Learning

Go beyond basics and explore NLP, computer vision, and ensemble methods to stand out from the competition.
Resource: ML & DL Advanced Playlist
   / @firstprinciplesofcomputerv3258  

9. Deployment

Learn how to package and ship your models using simple Docker concepts.
Resource: Docker for Beginners
   • Docker Tutorial for Beginners [FULL COURSE...