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Data science

  1. 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. 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. 3. Analyst Business Administration Exploratory Data Analysis Data Scientist Machine learning& Advanced Algorithms Data Product Engineering Difference between Analyst and Data Scientist
  4. 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

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