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Data Science
Substantive
Expertise
(marketing)
Understanding
customers,
Define metrics
that matter
Data Engineer
Constraints
(privacy, legal)
Get the right data
Traditional
Researcher
Statistical
package
Hacking and
Coding
Data preparation,
Data governance
Machine learning
Predictive
analytics ,
Statistics
Advanced math,
What is Data Science?
Data Science Program
• Applied Data Science with Python
• Applied Data Science with R
• Big Data Engineering
• Scala Programming for Data Science
• Deep Learning
• Machine learning with R
• Big Data Analytics
• Hadoop Administration
• Blockchain for Developers
Analyst
Business
Administration
Exploratory Data
Analysis
Data Scientist
Machine learning&
Advanced Algorithms
Data Product
Engineering
Difference between
Analyst and Data Scientist
Typical job duties for data Scientists
There’s not define job description when it comes to data scientist role.
But here are few things you’ll likely be doing
§ Collecting large amount of unruly data and transforming it into more usable format
§ Solving business-related problems using data-driven techniques
§ Working with a variety of programming languages, includes SAS, R and Python
§ Having a solid grasp of statistics, including statistical tests and distributions
§ Staying on top of analytical such as machine learning, deep learning and text analytics
§ Communicating and collaborating with both IT and business
§ Looking for order and patterns in data, as well as spotting trends that can help a business’s bottom line

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Data Science Program & Career Guide

  • 1. Data Science Substantive Expertise (marketing) Understanding customers, Define metrics that matter Data Engineer Constraints (privacy, legal) Get the right data Traditional Researcher Statistical package Hacking and Coding Data preparation, Data governance Machine learning Predictive analytics , Statistics Advanced math, What is Data Science?
  • 2. Data Science Program • Applied Data Science with Python • Applied Data Science with R • Big Data Engineering • Scala Programming for Data Science • Deep Learning • Machine learning with R • Big Data Analytics • Hadoop Administration • Blockchain for Developers
  • 3. Analyst Business Administration Exploratory Data Analysis Data Scientist Machine learning& Advanced Algorithms Data Product Engineering Difference between Analyst and Data Scientist
  • 4. Typical job duties for data Scientists There’s not define job description when it comes to data scientist role. But here are few things you’ll likely be doing § Collecting large amount of unruly data and transforming it into more usable format § Solving business-related problems using data-driven techniques § Working with a variety of programming languages, includes SAS, R and Python § Having a solid grasp of statistics, including statistical tests and distributions § Staying on top of analytical such as machine learning, deep learning and text analytics § Communicating and collaborating with both IT and business § Looking for order and patterns in data, as well as spotting trends that can help a business’s bottom line