Doing Data Science by Cathy O'Neill, Rachel Schutt, 9781449358655

    £35.99 £24.69
    FREE UK Shipping
    Save 31%

Author:
    O'Reilly
  • Publisher: O'Reilly
  • Condition: New
  • ISBN 9781449358655
  • Availability: In Stock

Now that people are aware that data can make the difference in an election or a business model, data science as an occupation is gaining ground. But how can you get started working in a wide-ranging, interdisciplinary field that's so clouded in hype? This insightful book, based on Columbia University's Introduction to Data Science class, tells you what you need to know. In many of these chapter-long lectures, data scientists from companies such as Google, Microsoft, and eBay share new algorithms, methods, and models by presenting case studies and the code they use. If you're familiar with linear algebra, probability, and statistics, and have programming experience, this book is an ideal introduction to data science. Topics include: Statistical inference, exploratory data analysis, and the data science process Algorithms Spam filters, Naive Bayes, and data wrangling Logistic regression Financial modeling Recommendation engines and causality Data visualization Social networks and data journalism Data engineering, MapReduce, Pregel, and Hadoop Doing Data Science is collaboration between course instructor Rachel Schutt, Senior VP of Data Science at News Corp, and data science consultant Cathy O'Neil, a senior data scientist at Johnson Research Labs, who attended and blogged about the course.

Publisher reviews

"I enjoyed Rachel and Cathy's book, it's readable, informative, and like no other book I've read on the topic of statistics or data science." --Andrew Gelman Professor of statistics and political science, and director of the Applied Statistics Center at Columbia University "I got a lot out of Doing Data Science, finding the chapter organization on business problem specification, analytics formulation, data access/wrangling, and computer code to be very helpful in understanding DS solutions."--Steve Miller Co-founder, OpenBI, LLC, a Chicago-based business intelligence services firm



About the author

Cathy O'Neil earned a Ph.D. in math from Harvard, was postdoc at the MIT math department, and a professor at Barnard College where she published a number of research papers in arithmetic algebraic geometry. She then chucked it and switched over to the private sector. She worked as a quant for the hedge fund D.E. Shaw in the middle of the credit crisis, and then for RiskMetrics, a risk software company that assesses risk for the holdings of hedge funds and banks. She is currently a data scientist on the New York start-up scene, writes a blog at mathbabe.org, and is involved with Occupy Wall Street. Rachel Schutt is a Senior Statistician at Google Research in the New York office and adjunct assistant professor at Columbia University. She earned a PhD from Columbia University in statistics, and masters degrees in mathematics and operations research from the Courant Institute and Stanford University, respectively. Her statistical research interests include modeling and analyzing social networks, epidemiology, hierarchical modeling and Bayesian statistics. Her education-related research interests include curriculum design.


All about Book-Axis.com

Free UK Shipping
  • Free UK delivery for all orders
  • International / expedited options available
Email & Phone Support
  • Contact us via website
  • Call us (+44) 121 608 3950
  • (Telephone ordering unavailable for orders under £350)
B2B orders are our speciality
  • Orders from one to 10,000 books catered for
  • Specialist sales expertise
We accept these payment methods

Uk Shipping

Free Shipping is available on all orders by Royal Mail 2nd Class or similar. Free Shipping only available to UK orders only. Only one shipping address per order is allowable. Shipping to countries outside the UK is available at additional charge and fees. Please contact us for a quote. Next Day express delivery is available for selected stock items only. An additional £7.99 charge applies and will be added to basket. These items are fully trackable. All items in stock at our main warehouse ordered before 2.30pm are normally sent out the same working day. Deliveries by Royal Mail or similar normally take between 3-5 working days. Please allow up to 14 days in busy periods.

Returns

In the unlikely event you wish to return your goods please contact us via email or phone and quote your order reference number for a returns authorisation number. The cost of returning these goods is your responsibility and cost. We recommend that you use a trackable service to return these are we cannot credit for any goods not received into our warehouse. If you receive faulty goods please contact us within 14 days to enable us to rectify the issue. Please use your order reference number in the event you need to contact us.

Apress Books

Uk Shipping

Free Shipping is available on all orders by Royal Mail 2nd Class or similar. Free Shipping only available to UK orders only. Only one shipping address per order is allowable. Shipping to countries outside the UK is available at additional charge and fees. Please contact us for a quote. Next Day express delivery is available for selected stock items only. An additional £7.99 charge applies and will be added to basket. These items are fully trackable. All items in stock at our main warehouse ordered before 2.30pm are normally sent out the same working day. Deliveries by Royal Mail or similar normally take between 3-5 working days. Please allow up to 14 days in busy periods.

Returns

In the unlikely event you wish to return your goods please contact us via email or phone and quote your order reference number for a returns authorisation number. The cost of returning these goods is your responsibility and cost. We recommend that you use a trackable service to return these are we cannot credit for any goods not received into our warehouse. If you receive faulty goods please contact us within 14 days to enable us to rectify the issue. Please use your order reference number in the event you need to contact us.

All about Book-Axis.com

Free UK Shipping
  • Free UK delivery for all orders
  • International / expedited options available
Email & Phone Support
  • Contact us via website
  • Call us (+44) 121 608 3950
  • (Telephone ordering unavailable for orders under £350)
B2B orders are our speciality
  • Orders from one to 10,000 books catered for
  • Specialist sales expertise
We accept these payment methods