What topics I should learn to be data scientist?

Question

Could someone tell me about the topics that I should learn to become a data scientist?

Answer 1

A Data Scientist should learn about the following topics:

• Data Exploration

• Data Manipulation

• Data Visualization

• Statistics

• Machine Learning

• Logistic Regression

• Decision Trees and Random Forest

• Unsupervised Learning

• Association Rule Mining and Recommendation Engines

A good Data Science course will include all of the following modules along with several hands-on projects to help you gain experience in the field.

You should also acquire skills in: 

• Programming: Python or R

• Big Data Hadoop

• Machine Learning and AI

• Linear Algebra 

• SQL Database/Coding

• Apache Spark

• Multivariable Calculus 

 Intellipaat’s Data Science online course has been designed in collaboration with IBM. The course offers 24/7 online learning support, the opportunity to work on real-time projects as well as job assistance.

You can start learning Data Science from scratch from this video tutorial by Intellipaat: