Practical path for learning data science for beginners….
✅ Step 1
Download and Install Anaconda
✅ Step 2
a. Learn the basics of Python (Lists, Tuples, Dictionaries, etc)
b. Understand the basics of data structures and algorithms
✅ Step 3
Do more practice problems in Python
✅ Step 4
Learn the scientific libraries (NumPy, SciPy, Pandas)
✅ Step 5
Machine Learning with Scikit-Learn
Scikit-Learn Tutorial:
✅ Step 6
Practice your machine learning skills
Kaggle Machine Learning Tutorial:
✅ Step 7
Practice advanced library
a. PyTorch:
b. TensorFlow:
c. Dlib:
d. Kaggle Machine Learning Tutorial:
Best of luck!
