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

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

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...