Comprehensive Learning Path to become Data Scientist in 2020
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Comprehensive Learning Path to become Data Scientist in 2020
A comprehensive Learning path to become a data scientist in 2020
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 the course
The most common question we get from beginners in the field of Data Science is - Where to begin? The journey to becoming a Data Scientist can be diffficult if one does not have the right resources to follow. There are a million resources to refer and it is tough to decide where to start from.
We are here to help you take your first steps into the world of Data Science. Here is a free learning path for people who want to become a data scientist in 2020. 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.
Key takeaways of this course?
The course is ideal for beginners in the field of Data Science. Several features which make it exciting are:
Beginner friendly course: The course assumes no prerequisites and is meant for beginners
Curated list of resources to follow: All the necessary topics are covered in the course, in an orderly manner with links to relevant resources and hackathons.
Pre-requisites
This is a beginner friendly course and has no prerequisites.
Course curriculum
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1
January 2020
- Overview of Learning Path
- Month-on-Month Plan
- Understanding Machine Learning and its impact
- Job of Data Scientist
- How to setup your machine?
- Python for Data Science
- Cheatsheet for Python
- Overview of Statistics
- Important applications of Statistics
- What is Descriptive Statistics?
- Introduction to Design experiments
- Introduction to Design experiments-Video
- Visualizing Data
- Visualizing Data
- Central tendency
- Variability
- Unimodal Distribution of Data
- Bimodal Distribution of Data
- Normal distribution – Part 1
- Normal distribution – Part 2
- Z-Score
- Introduction to Pandas/NumPy- Part-1
- Introduction to Pandas/NumPy- Part-2
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2
February 2020
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3
March 2020
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4
April 2020
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5
May 2020
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6
June 2020
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7
July 2020
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8
August 2020
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9
September 2020
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10
October 2020
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11
November 2020
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12
December 2020
Instructor
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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.
See our list of supported browsers for the most up-to-date information.
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How 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.
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Do I get certificate upon completion of the course?
No, we do not provide certificate with this course.
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Where do I ask my queries?
You can post your queries on the discussion for the course or share them on the discuss portal at discuss.analyticsvidhya.com
Support for A comprehensive Learning path to become a data scientist in 2020
Support for A comprehensive Learning path to become a data scientist in 2020 course can be availed through any of the following channels:
- Phone - 10 AM - 6 PM (IST) on Weekdays Monday - Friday on +91-8368253068
- Email [email protected] (revert in 1 working day)
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