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How To Become A Data Scientist Complete Pathway | Road Map To Become a Data Scientist

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How To Become A Data Scientist Complete Pathway | Road Map To Become a Data Scientist

Hi,
I’m kaish ansari and in this video I’ve talked about the complete pathway of how one can become a data scientist. I hope this video will help you!!

Important Links-
——————————————————————–
The Open Source Data Science Curriculum
——————————————————————–
Start here.
=============================
1.Intro to Data Science / UW Videos
Link- https://www.coursera.org/specializations/data-science
=========================
2. Math
2.1 Linear Algebra & Programming
Linear Algebra Khan Academy / Videos
Link – https://www.khanacademy.org/math/linear-algebra

2.2 Statistics
Link –

2.3 Differential Equations & Calculus
Differential Equations in Data Science Python Tutorial
Problem Solving

Link – https://nbviewer.jupyter.org/github/URXtech/techblog/blob/master/continuousTimeMarkovChain/markovChain.ipynb

2.4 Problem-Solving Heuristics “How To Solve It” Polya / Book $10

Link – https://www.amazon.com/gp/product/069111966X/ref=as_li_qf_sp_asin_il_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=069111966X&linkCode=as2&tag=theopesoudats-20&linkId=L2UEM6YP3IMSDPTJ

=============================
3. Computing
———-
3.1 Algorithms
Algorithms Design & Analysis I Stanford / Coursera
Link – https://www.coursera.org/specializations/algorithms

3.2 Distributed Computing Paradigms
See Intro to Data Science UW / Lectures on MapReduce
Link – https://www.coursera.org/specializations/data-science

Intro to Hadoop and MapReduce Cloudera / Udacity Course *includes select free excerpts
Link – https://in.udacity.com/course/intro-to-hadoop-and-mapreduce–ud617

3.3 Databases
Introduction to Databases Stanford / Online Course
Link – https://lagunita.stanford.edu/courses/Engineering/db/2014_1/about

3.4 Data Mining
Mining Massive Data Sets / Stanford Coursera & Digital & Book $58
Link –

3.5 Machine Learning
Machine Learning Ng Stanford / Coursera & Stanford CS 229
Link – http://cs229.stanford.edu/syllabus.html
===============
4. Data Analysis
in Python
Data Analysis in Python Tutorial
Link – https://mode.com/python-tutorial/
==============
5.Data Communication and Design
Visualization
Link – https://courses.cs.washington.edu/courses/cse512/14wi/
==============
6. Python (Learning)
Link – https://developers.google.com/edu/python/?csw=1

Python (Libraries)
Installing Basic Packages Python, virtualenv, NumPy, SciPy, matplotlib and IPython & Using Python Scientifically

Your Queries-
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