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January 01,2018 - December 31,2018

A comprehensive Learning path to become a data scientist in 2018

Wanting to become a data scientist this year, but confused where to start and what to follow? This comprehensive learning path from Analytics Vidhya should provide you with all the answers you need.

About This Course

This is a free learning path for people who want to become a data scientist in 2018. We have arranged the best resources in a logical manner along with exercises to make sure that you only need to follow one single source to become a data scientist.

Requirements

We assume no prior information about data science. Background in Mathematics and Computer Science would be beneficial, but is not required.

Frequently Asked Questions

What web browser should I use?

Our training platform works best with current versions of Chrome, Firefox or Safari, or with Internet Explorer version 9 and above.

How much do I need to pay for this course?

Nothing! Yes - you read it right. This course is free for our community members as a way to get them started in Data Science.

ABOUT THE INSTRUCTORS

Analytics Vidhya

Analytics Vidhya

Learn Everything about Analytics

Analytics Vidhya offers a high engagement community of data scientists and analytics professionals. You can connect with them to solve cutting-edge problems to hire them or turn them into evangelists of your products and services

SYLLABUS

  • Overview of the Learning Path
  • Introduction to Data Science
  • What does a data scientist do?
  • Setting up the System
  • Getting Started in Python
  • DataHack Summit 2018 (Sponsored)
  • Introduction to Statistics
  • Statistics: Descriptive
  • Statistics: Inferential
  • Introduction to Pandas
  • Data Exploration/ Visualizaion
  • Useful Resources
  • What to expect- March 2018
  • Introduction to Probability
  • Basics of Machine Learning
  • Advanced Machine Learning
  • Validation strategies
  • Hyperparameter tuning
  • Machine learning projects
  • Working with different types of Data
  • Online learning algorithms
  • Introduction to Deep learning
  • CNN
  • RNN
  • LSTM
  • Exercise
  • Computer Vision
  • Speech
  • DataHack Summit 2018 (Sponsored)
  • Natural language processing
  • Way Forward
REVIEWS
4.5(150)
150 Reviews

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