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Item #:
214543032
MIT Press Essential Knowledge Algorithms, (Paperback)
Item #:
214543032
LYD 195
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- An accessible introduction to algorithms, explaining not just what they are but how they work, with examples from a wide range of application areas.Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to the nonspecialist reader. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum.After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today's social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google's founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.
| Book format | Paperback |
| Fiction/nonfiction | Non-Fiction |
| Genre | Textbooks |
| Publication date | August, 2020 |
| Pages | 312 |
| Reading level | General |
| Subgenre | Computers & Technology |
| Series title | MIT Press Essential Knowledge |
| Edition | 1 |
| Publisher | MIT Press |
| Original languages | English |
| Language | English |
| Edu focus | Technology |
| Educational level | General |
| Awards won | None |
| Is collectible | N |
| Binding type | Perfect Binding |
| Recording time | 0 min |
| Retail packaging | Single Piece |
| Assembled product dimensions (l x w x h) | 4.90 x 0.80 x 6.90 in (12.4 x 2 x 17.5 cm) |
| Assembled product weight | 0.7 lb (320 grams) |
| Bisac subject heading | Education |
Product Description
MIT Press Essential Knowledge Algorithms, (Paperback)
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Question:
Is this book suitable for beginners?
Answer: Yes, it is designed to be accessible for nonspecialist readers. -
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What topics does the book cover?
Answer: The book covers the basics of algorithms, including graphs, searching, sorting, and major applications. -
Question:
How mathematical is the text?
Answer: The author keeps mathematics to a minimum, focusing on intuitive explanations.
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Features & Benefits
- Accessible introduction to algorithms for nonspecialist readers.
- Covers how algorithms work with minimal mathematics.
- Explains key application areas: graphs, searching, and sorting.
- Discusses significant algorithms like PageRank and neural networks.
- Emphasizes that algorithms stem from simple instructions.
- Essential knowledge for navigating today's digital technology.
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