Practical path for learning data science for beginners....

✅ Step 1

Download and Install Anaconda

https://lnkd.in/gWHY_ij

✅ Step 2

a. Learn the basics of Python (Lists, Tuples, Dictionaries, etc)

b. Understand the basics of data structures and algorithms

https://lnkd.in/gYKnJWN

✅ Step 3

Do more practice problems in Python

https://lnkd.in/gGQ7cuv

✅ Step 4

Learn the scientific libraries (NumPy, SciPy, Pandas)

https://lnkd.in/g4DFNpJ

✅ Step 5

Machine Learning with Scikit-Learn

https://lnkd.in/g-Su_um

Scikit-Learn Tutorial:

https://lnkd.in/gSThdRD

✅ Step 6

Practice your machine learning skills

Kaggle Machine Learning Tutorial:

https://lnkd.in/gT5nNwS

✅ Step 7

Practice advanced library

a. PyTorch:

https://lnkd.in/fzS52P9

b. TensorFlow:

https://lnkd.in/fXKQkGy

c. Dlib:

https://lnkd.in/gGQ7cuv

https://lnkd.in/fzPM2Gs

d. Kaggle Machine Learning Tutorial:

https://lnkd.in/gT5nNwS

Best of luck!