# Definição “**Data science** refers to a unique blend of principles and methods from analytics, engineering, entrepreneurship and communication that aim at generating value from the data itself.” **Introduction to Applied Data Science** **Lessons Learned for the Data-Driven Business** Thilo Stadelmann Martin Braschler Kurt Stockinger Springer 2019 # Referências Bibliográficas **FOUNDATIONS OF DATA SCIENCE** Avrim Blum John Hopcroft Ravindran Kannan [Link](https://www.cs.cornell.edu/jeh) **Frontiers in Data Science** Matthias Dehmer Frank Emmert-Streib CRC Press 2018 **Data Science** John D. Kelleher Brendan Tierney The MIT Press 2018 **Think Like a Data Scientist** **Tackle the data science process step-by-step** Brian Godsey Manning 2017 **The Art of Data Science** **A Guide for Anyone Who Works with Data** Roger D. Peng Elizabeth Matsui Leanpub 2017 [Link](https://leanpub.com/artofdatascience) **Algorithms for Data Science** Brian Steele John Chandler Swarna Reddy Springer 2016 **Doing Data Science** **Straight Talk from the Frontline** Rachel Schutt Cathy O’Neil O’Reilly 2014 **Data Science for Business** Foster Provost Tom Fawcett O’Reilly 2013 # Referências Importantes **Data Science Guide** Andrew Andrade [Link](http://datascienceguide.github.io/) **The Field Guide to Data Science** Booz | Allen | Hamilton [Link](https://www.boozallen.com/s/insight/publication/field-guide-to-data-science.html) **Synthetic Data Generation: A must-have skill for new data scientists** Tirthajyoti Sarkar KDnuggets 2018 [Link](https://www.kdnuggets.com/2018/12/synthetic-data-generation-must-have-skill.html) **50 years of Data Science** David Donoho 2016 [Link](https://www.r-statistics.com/2016/01/50-years-of-data-science-by-david-donoho/) **50 years of Data Science** David Donoho 2015 [Link](http://courses.csail.mit.edu/18.337/2015/docs/50YearsDataScience.pdf) **Matthew Renze** Data-science consultant [Link](http://www.matthewrenze.com/) # Curso Online **Introduction to Computational Thinking and Data Science** MIT OPEN COURSEWARE Prof. Eric Grimson Prof. John Guttag Dr. Ana Bell 2016 [Link](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/index.htm) # Trilha [[Orientação por Dados]] [[Data Science Methodology]]