Path to get into Data Science Role

We can get into a data science role with or without a degree, below are 3 levels to get into a data science role.

Level 0:

1) Learn Fundamentals like Statistics and Probability, Linear Algebra, Calculus.

2)Learn Excel.

3) Learn Python and modules in python.

        1) Basic Python 2) Data Structures 3)Numpy 4)Pandas 5)Matplotlib 6)Scikit Learn.  

4)Learn SQL.

Level 1: 

1)Learn Machine Learning models. 

My recommendation: Intro to Machine Learning, Machine Learning by Stanford University, Machine Learning.

2)If you are interested to learn Deep Learning or Neural Networks.

        1) Tensorflow or Pytorch 2) Keras.

My recommendations: Tensorflow Developer, Deep Learning, IBM AI Engineering.

Level 2: 

1)Practice Hacker Rank, Leet Code problems.

2)Work on Kaggle Problems.

Level 3: 

1)Do projects on Data Science.

2)Showcase your skills on the Github repository, Blogs, or Personal websites.

You can follow my Github to see some projects and my Blog to see the documentation for the projects.

You can join some institutes like Board Infinity

Thanks for Reading 💓