As a beginner, how should I learn Data Science?

Question

Can anyone tell me how should I learn Data Science as a beginner?

Answer 1

If you are a beginner, you can follow these steps to learn Data Science step by step:

• Get familiar with Learn the mathematical concepts of Linear Algebra, Probability, Statistics (Descriptive and Inferential statistics).
• After that, learn SQL and Excel
• Learn either Python or R programming languages
• Understand in-depth about Machine learning algorithms like Linear regression, Decision trees, Logistic regression, Random Forest, etc.
• Also, understand Deep learning techniques such as Convolutional neural networks, recurrent neural networks, etc.
• Learn Data Visualization tools either Tableau or QlikView.

If you wish to learn Data Science, I would recommend these Data Scientist to go from beginner to pro in Data science.