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Algorithms (The MIT Press Essential Knowledge series)

Description:

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.

Read more

Editorial Reviews

About the Author

Panos Louridas is Associate Professor in the Department of Management Science and Technology at the Athens University of Economics and Business. He is the author of Real World Algorithms: A Beginner's Guide (MIT Press).

Excerpt. © Reprinted by permission. All rights reserved.

We like putting labels on time periods, perhaps because affixing a tab on time allows us to get a grip on its fluidity. We have therefore started speaking of the present as the dawning of a new algorithmic age, in which algorithms will reign supreme, and will govern larger and larger parts of our lives. It is interesting that we are not talking about the computer age or internet age anymore. We somehow take them for granted. It is when we add algorithms that we begin intimating that perhaps something qualitatively different has started taking place. “Behold the Almighty Algorithm, a snippet of computer code coming to stand for a Higher Authority in our secular age, a sort of god,” says Christopher Lydon, former New York Times journalist and host of the Radio Open Source show. And indeed, algorithms are taken to be some form of higher authority when they are used to organize political campaigns, follow our traces in the online realm, shadow our shopping and target us with advertising, suggest dating partners, or monitor our health.
There is an aura of mystery around all that, which perhaps flatters the acolytes of algorithms. Being described a “programmer” or “computer scientist” marks you as a decent, albeit somewhat technical, character. How much better to be a member of the tribe that is about to change almost everything in our lives?
There is definitely a sense in which algorithms are a sort of god. They are mostly held unaccountable, like gods; things happen, not because of human agency, but because they were decided by an algorithm, and the algorithm sits beyond the pale of responsibility. Machines, running algorithms, can surpass human performance in more and more fields so that it appears that the area of human superiority is reduced day by day; some believe that the day where computers will be able to surpass humans in every aspect of cognition is not far away.
But there is also a sense in which algorithms are nothing like gods, although we often lose sight of it. An algorithm does not produce its results by an act of revelation. We know exactly the rules that it follows and kinds of steps it takes. No matter how wonderful the outcome, it can always be traced back to some elementary operations. To people who are newcomers to algorithms, it may come as a surprise how elementary these may be. That is not to besmirch algorithms; seeing how something really works may take out some part of its mystique. At the same time, understanding how something works may allow us to appreciate the elegance of its design, even if it is no longer mysterious.

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Algorithms (The MIT Press Essential Knowledge series)

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Unless otherwise stated, all prices displayed on the product page include applicable taxes and import duties.

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Visit the The MIT Press Store

Algorithms (The MIT Press Essential Knowledge series)

Product ID: U0262539020
Condition: New
Algorithms (The MIT Press Essential Knowledge series)-0
Type: Paperback

QAR8559

Price includes VAT & Import Duties
Availability: In Stock

Quantity:

|

Order today to get by 7-14 business days

Delivery fee of QAR 20. Free for orders above QAR 200.

Returns & Warranty policies

Imported From: United States

At BOLO, we work hard to ensure the products you receive are new, genuine, and sourced from reputable suppliers.

Every product in the BOLO catalogue is sourced through our Verified Global Supply Network of verified sellers, authorized distributors or directly from the manufacturer.

Each product undergoes thorough inspection and verification at our consolidation and fulfilment centers to ensure it meets our strict authenticity and quality standards before being shipped and delivered to you.

If you ever have concerns regarding the authenticity of a product purchased from us, please contact Bolo Support. We will review your inquiry promptly and, if necessary, provide documentation verifying authenticity or offer a suitable resolution.

Your trust is our top priority, and we are committed to maintaining transparency and integrity in every transaction.

While we strive to display accurate information, variations in packaging, labeling, instructions, or formulation may occasionally occur due to regional differences or supplier updates. For detailed or manufacturer-specific information, please contact the brand directly or reach out to BOLO Support for assistance.

Unless otherwise stated, all prices displayed on the product page include applicable taxes and import duties.

BOLO operates in accordance with the laws and regulations of Qatar. Any items found to be restricted or prohibited for sale within the Qatar will be cancelled prior to shipment. We take proactive measures to ensure that only products permitted for sale in Qatar are listed on our website.

All items are shipped by air, and any products classified as “Dangerous Goods (DG)” under IATA regulations will be removed from the order and cancelled.

All orders are processed manually, and we make every effort to process them promptly once confirmed. Products cancelled due to the above reasons will be permanently removed from listings across the website.

Description:

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.

Read more

Editorial Reviews

About the Author

Panos Louridas is Associate Professor in the Department of Management Science and Technology at the Athens University of Economics and Business. He is the author of Real World Algorithms: A Beginner's Guide (MIT Press).

Excerpt. © Reprinted by permission. All rights reserved.

We like putting labels on time periods, perhaps because affixing a tab on time allows us to get a grip on its fluidity. We have therefore started speaking of the present as the dawning of a new algorithmic age, in which algorithms will reign supreme, and will govern larger and larger parts of our lives. It is interesting that we are not talking about the computer age or internet age anymore. We somehow take them for granted. It is when we add algorithms that we begin intimating that perhaps something qualitatively different has started taking place. “Behold the Almighty Algorithm, a snippet of computer code coming to stand for a Higher Authority in our secular age, a sort of god,” says Christopher Lydon, former New York Times journalist and host of the Radio Open Source show. And indeed, algorithms are taken to be some form of higher authority when they are used to organize political campaigns, follow our traces in the online realm, shadow our shopping and target us with advertising, suggest dating partners, or monitor our health.
There is an aura of mystery around all that, which perhaps flatters the acolytes of algorithms. Being described a “programmer” or “computer scientist” marks you as a decent, albeit somewhat technical, character. How much better to be a member of the tribe that is about to change almost everything in our lives?
There is definitely a sense in which algorithms are a sort of god. They are mostly held unaccountable, like gods; things happen, not because of human agency, but because they were decided by an algorithm, and the algorithm sits beyond the pale of responsibility. Machines, running algorithms, can surpass human performance in more and more fields so that it appears that the area of human superiority is reduced day by day; some believe that the day where computers will be able to surpass humans in every aspect of cognition is not far away.
But there is also a sense in which algorithms are nothing like gods, although we often lose sight of it. An algorithm does not produce its results by an act of revelation. We know exactly the rules that it follows and kinds of steps it takes. No matter how wonderful the outcome, it can always be traced back to some elementary operations. To people who are newcomers to algorithms, it may come as a surprise how elementary these may be. That is not to besmirch algorithms; seeing how something really works may take out some part of its mystique. At the same time, understanding how something works may allow us to appreciate the elegance of its design, even if it is no longer mysterious.

Details:

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Similar items from “Intelligence & Semantics”

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