Data science literature

Literatures about data science and related fields.

intro

• xqdwm Veronica S. Moertini, Mariskha T. Adithia (eds), “Pengantar Data Science dan Aplikasinya bagi Pemula”, Unpar Press, Cetakan 1, Dec 2020, url https://informatika.unpar.ac.id/buku-pengantar-data-science-dan-aplikasinya/ [20240123].
• d8uvq Davy Cielen, Arno Meysman, Mohamed Ali, “Introducing Data Science: Big Data, Machine Learning, and more, using Python tools”, Manning, 1st edition, 23 May 2016, url https://isbnsearch.org/isbn/9781633430037.
• 738bt Rachel Schutt, Cathy O’Neil, “Doing Data Science: Straight Talk from the Frontline”, O’Reilly Media, 1st edition, 3 Dec 2013, url https://isbnsearch.org/isbn/9781449358655.
• 49tcr Sinan Ozdemir, “Principles of Data Science: Learn the techniques and math you need to start making sense of your data”, Packt Publishing, 1st edition, 16 Dec 2016, url https://isbnsearch.org/isbn/9781785887918.
• un2wv Holger Aust, “Das Zeitalter der Daten: Was Sie über Grundlagen, Algorithmen und Anwendungen wissen sollten”, Springer, 1st edition, Jan 2021, url https://isbnsearch.org/isbn/9783662623350.
• Francesco Corea, “An Introduction to Data: Everything You Need to Know About AI, Big Data and Data Science”, Springer, 1st edition, 2019, url https://isbnsearch.org/isbn/9783030044688.

python

• t7uc5 Joel Grus, “Data Science from Scratch: First Principles with Python”, O’Reilly Media, 1st edition, 30 Apr 2015, url https://isbnsearch.org/isbn/9781491901427.
• s2gnb Laura Igual, Santi Seguí, “Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications”, Springer, 1st edition, 2 Mar 2017, url https://isbnsearch.org/isbn/9783319500164
• 39c7q Samir Madhavan, “Mastering Python for Data Science”, Packt Publishing, 1st edition, 31 Aug 2015, url https://isbnsearch.org/isbn/9781784390150.
• fbhgu Wes McKinney, “Python for Data Analysis”, O’Reilly Media, 1st edition, 13 Nov 2012, url https://isbnsearch.org/isbn/9781449319793.
• v3xfg Alberto Boschetti, Luca Massaron, “Python Data Science Essentials”, Packt Publishing, 3rd edition, 28 Sep 2018, url https://isbnsearch.org/isbn/9781789537864.
• ra5qt Fabio Nelli, “Python Data Analytics”, Apress, 1st edition, 21 Aug 2015, url https://isbnsearch.org/isbn/9781484209592.

r

• htkzb Daniel Wollschläger, “R kompakt: Der schnelle Einstieg in die Datenanalyse”, Springer Spektrum, 1st edition, 20 Aug 2013, url https://isbnsearch.org/isbn/9783642403101.
• ndfr5 Hadley Wickham, Garrett Grolemund, “R for Data Science: Import, Tidy, Transform, Visualize, and Model Data”, O’Reilly Media, 1st edition, 31 Jan 2017, url https://isbnsearch.org/isbn/9781491910399.
• jhfqg Nina Zumel, John Mount, “Practical Data Science with R”, Manning, 2nd edition, 7 Dec 2019, url https://isbnsearch.org/isbn/9781617295874.
• xh9q6 Roger Peng, “R Programming for Data Science”, Lulu, ≥ 6th edition, 2020, url https://isbnsearch.org/isbn/9781365056826.
• npgb7 Deborah Nolan, Duncan Temple Lang, “Data Science in R: A Case Studies Approach to Computational Reasoning and Problem Solving”, Chapman & Hall / CRC, 1st edition, 2015, url https://isbnsearch.org/isbn/9781482234824.
• vu34q Benjamin S. Baumer, Daniel T. Kaplan, Nicholas J. Horton, “Modern Data Science with R”, CRC Press, 1st edition, 2 Feb 2017, url https://isbnsearch.org/isbn/9781498724487.

unsorted

• 5mt8g Vijay Kotu, Bala Deshpande, “Data Science: Concepts and Practice”, Morgan Kaufmann, 2nd edition, 21 Dec 2018, url https://isbnsearch.org/isbn/9780128147610.
• mhrk8 Lillian Pierson, “Data Science For Dummies”, For Dummies, 1st edition, 9 Mar 2015, url https://isbnsearch.org/isbn/9781118841556.
• xwgnr Dirk P. Kroese, Zdravko Botev, Thomas Taimre, Radislav Vaisman, “Data Science and Machine Learning: Mathematical and Statistical Methods”, Chapman and Hall, 1st edition, 22 Nov 2019, url https://isbnsearch.org/isbn/9781138492530.
• q94y2 Carol Long, Kelly Talbot, Karen Gill (eds), et al. “Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data”, EMC, Wiley, 1st edition, 27 Jan 2015, url https://isbnsearch.org/isbn/9781118876138.
• bjt75 Bernard Marr “Big Data in Practice: How 45 Successful Companies Used Big Data Analytics to Deliver Extraordinary Results”, Wiley, 1st edition, url https://isbnsearch.org/isbn/9781119231387.
• jvpu2 David Stephenson, “Big Data Demystified: How to use big data, data science and AI to make better business decisions and gain competitive advantage”, FT Publishing International, 1st edition, 12 Feb 2018, url https://isbnsearch.org/isbn/9781292218106.