Introduction to Computation and Programming Using Python: With Application to Understanding Data (The MIT Press) [John V. Guttag] on *FREE*. Editorial Reviews. Review. This is the ‘computational thinking’ book we have all been waiting for! With humor and historical anecdotes, John Guttag conveys the. An introduction to computer science as a tool to solve real-world analytical problems using Python A Notion of computation; The Python programming language; Some simple algorithms; Testing and debugging John Guttag. Dugald C.

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Superb content, as one might expect from MIT.

Go read the table of contents. Data science is maybe taking it too far: Want to Read Currently Reading Read. If compuring require a more leisurely pace, John Zelle’s Python Programming, an Introduction to Computer Science takes pages to cover what this book covers in pages, and then has a short chapter just touching on what this book covers more deeply in the remaining pages. English Choose a language for shopping.

I got about 30 pages in and found it very challenging – maybe too much so for a beginner.

Read this book for the Mitx course on edx. Review This is the ‘computational thinking’ book we have all been waiting for! ComiXology Thousands of Digital Comics.


Paperbackpages. To see what your friends thought of this book, please sign up. This is some tough reading, but well worth it. Mar 04, Neal rated it really liked it.

Introduction to Computation and Programming Using Python by John Guttag

Well worth the money! Discover Prime Book Box for Kids. Top Reviews Most recent Top Reviews. Nov 18, Gary Boland rated it really liked it. Shopbop Designer Fashion Brands. It provides students with skills that will enable them to make productive use of computational techniques, including some computingg the tools and techniques of data science for using computation to model and interpret data.

Had I done my research more fully, I would have read this paragraph, which clearly outlines the purpose and content of the book: An Introduction to Computer Science, 3rd Ed.

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Open Preview See a Problem? In its entirety, the book should be considered an excellent introduction to computer science and programming – as mentioned previously, I’d introcuction loved to have this book when I started out in information science some 30 years ago.

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This book is written in a relatively dense fashion, but when read guttav conjunction with the MITx 6. Both halves of the book use Python.

The only thing about this book was it was a little bit heavy on the academic side and mathematical side. I enjoy Guttag’s footnotes and musings. Amazon Renewed Refurbished products with a warranty. This is obviously one of the best written technical books. It is an extensive introduction which dives into stochastic models and inferential statistics.

Learning Python, 5th Edition. The course and the book are both great! Is this feature helpful?

Introduction to Computation and Programming Using Python

It’s a college textbook, used in the MIT subject 6. This new edition has been updated for Python 3, reorganized to make it easier to use for courses that cover only a subset of the material, and offers additional material including programminb new chapters.

Refresh and try again. At that point, the book dives into the science element of computer science, including algorithmic complexity, probability theory, graphing and statistical analysis.