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Data Scientist vs Analyst
23-11-2017
Who are they?
What do they do?
How are they different?
Where are they involved?
www.akshaysehgal.com
Who is a Data Scientist or an Analyst?
Programming
+ Maths
---------------------
Jr. Data Scientist
Mathematics
Programming
+ Maths
+ Communication
+ Business
---------------------
Sr. Data Scientist
Maths
+ Communication
+ Business
---------------------
Analyst
Reference: https://goo.gl/d3VfaV23-11-2017 www.akshaysehgal.com
Programming Mathematics Business Communication
Python Statistics Products Brainstorming
R Calculus Services Ideation
Micro-services Linear Algebra Research Presentation
Data Extraction Probability Talkative!
Applied Maths
What does it take to be a Data Scientist or Analyst?
Programming Mathematics Business Communication
R Statistics Services Brainstorming
SAS Probability Dash-boarding Ideation
SQL Applied Maths Presentation
Talkative!
23-11-2017 www.akshaysehgal.com
How to distinguish a Data Scientist from an Analyst profile?
have worked on topics like
Data Scientists
Analysts
Image Processing, NLP, Neural Networks, Adv. Machine Learning…
Regression, Decision trees, Hypothesis testing, Visualization…
have core experience in
Data Scientists
Analysts
Products and Research
Dash-boarding and Services
have higher education in
Data Scientists
Analysts
Computer Engg, M.A. Mathematics/Statistics
M.A Statistics, Business Analytics, MBA
23-11-2017 www.akshaysehgal.com
Where do Data Scientists or Analysts fit in the product lifecycle?
Concept > Research > Proof of Concept > Architecture > Implementation > Deployment > Test > Support
This is where a Data Scientist should be involved!
This is where an Analyst should be involved!
23-11-2017 www.akshaysehgal.com

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A Data scientist vs an Analyst

  • 1. Data Scientist vs Analyst 23-11-2017 Who are they? What do they do? How are they different? Where are they involved? www.akshaysehgal.com
  • 2. Who is a Data Scientist or an Analyst? Programming + Maths --------------------- Jr. Data Scientist Mathematics Programming + Maths + Communication + Business --------------------- Sr. Data Scientist Maths + Communication + Business --------------------- Analyst Reference: https://goo.gl/d3VfaV23-11-2017 www.akshaysehgal.com
  • 3. Programming Mathematics Business Communication Python Statistics Products Brainstorming R Calculus Services Ideation Micro-services Linear Algebra Research Presentation Data Extraction Probability Talkative! Applied Maths What does it take to be a Data Scientist or Analyst? Programming Mathematics Business Communication R Statistics Services Brainstorming SAS Probability Dash-boarding Ideation SQL Applied Maths Presentation Talkative! 23-11-2017 www.akshaysehgal.com
  • 4. How to distinguish a Data Scientist from an Analyst profile? have worked on topics like Data Scientists Analysts Image Processing, NLP, Neural Networks, Adv. Machine Learning… Regression, Decision trees, Hypothesis testing, Visualization… have core experience in Data Scientists Analysts Products and Research Dash-boarding and Services have higher education in Data Scientists Analysts Computer Engg, M.A. Mathematics/Statistics M.A Statistics, Business Analytics, MBA 23-11-2017 www.akshaysehgal.com
  • 5. Where do Data Scientists or Analysts fit in the product lifecycle? Concept > Research > Proof of Concept > Architecture > Implementation > Deployment > Test > Support This is where a Data Scientist should be involved! This is where an Analyst should be involved! 23-11-2017 www.akshaysehgal.com