Howdy friends Today I am going to share Complete Guide To Become Data Scientist Free of Cost-I.
As per study there is a huge gap in demand and supply of Data Scientist.
So Data Scientist are in shortage and companies are ready to pay them 20 lacs per annum or more depending upon suitable candidates.
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Data scientist is the person who performs well in statistics than any software engineer and good in software engineering than any statistician.
So Do you want to secure your career in this high-profile job but don’t know how ?
Don’t worry you are at correct place I will tell you “Complete Guide To Become Data Scientist Free of Cost-I”.
I researched lot and shortlisted few online available tutorials which covers beginners to advanced level training.
So lets start first with
STATISTICS & PROBABILITY
Basic statistics understanding is must for securing data scientist position.
You can check below online resources
- Practical introduction to statistics and probability from Khan Academy. Recommended for learning statistics and probability quickly.
- Think Stats: Probability and Statistics for Programmers (PDF).Excellent resource for those with programming backgrounds.
- Videos from Harvard Stats 110: Probability. If you are looking for deeper knowledge then you must go through this videos.
- Crash Course on Basic Statistics (PDF). I recommend this if you are short of time.
- Introduction to Probability (PDF). You can keep this for your reference purpose.
- Introduction to Probability and Statistics using R (PDF).Specific to R language application.
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Basically two language are most popular here i.e. Python and R.
You can check below online resources
- Learn Python the Hard Way (Text Book). Recommended for beginners who wants to learn Python.
- Introduction to Python for Data Science (Online Course). It is for those who are having knowledge on programming and looking for fast pace course.
- LearnPython.org (Interactive Tutorial). Very good tutorial to know learn syntax for Python.
- How to Think Like a Computer Scientist (Interactive Tutorial), (PDF Version). If you want to learn practically then this book is for you.
- PythonChallenge.com (Online Puzzle). Solve Online puzzle using Python.Great way to learn with fun.
- R for Data Science (Online Book). Specially for beginners who wants to learn R language.
- Introduction to Data Science with R (Video Series). Learn R language through step by step video tutorial.
- Swirl (Interactive R Package). Recommended for those who wants to learn R language using R studio(common tool for R laguage).
Structured Query Language is very important for all the applications. You can check below resources
- Intro to SQL by Khan Academy (Course).Video Series which covers all the important topic about SQL.
- SQL Fundamentals (Course).Recommended for beginners which covers all the basic points.Also covers the quizzes to check your understanding.
- sqlcourse.com (Interactive Tutorial).Recommended for those who are short of time as it’s a kind of crash course.
That’s all for now but Still more to come. Hope this will help you.
In next couple of days I am going to share free material on Machine Learning, Data Visualization and more which is needed to become Data Scientist.
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Author: Poonam Kaushal
A blogger and passionate writer who always try to introduce new concepts to readers.Involved in blogging since 2014 and believe in “No pain No gain” if you have to achieve something then you need to work hard.Working as freelance blogger in many companies and also managing her own blog that you all know savenlike.com.