How to learn data science on your own?

Question

I want to learn Data science on my own. Can anyone suggest me how to start learning?

Answer 1

To learn Data science on your own is easy only if you follow a planned path. I have followed this path to learn data science and it could differ with each individual.

• Learn Mathematics concepts like Linear algebra, Probability, etc. and Descriptive and Inferential statistics.
• Learn programming languages like Python or R programming
• Understand Machine learning algorithms like Linear regression, Decision trees, Logistic regression, Random Forest, etc.
• Learn Deep learning concepts like Convolutional neural networks, Recurrent neural networks, etc.
• Learn about database technologies and data management languages like SQL, NoSQL.
• Learn any one Data Visualization tools like Tableau, QlikView.

This Data Science course by intellipaat covers all the topics I have mentioned here so I would suggest you to take this course.

You can watch this video to know how to learn Data science on your own: