Description: 50 Algorithms Every Programmer Should Know by Imran Ahmad, Somaieh Nikpoor Estimated delivery 3-12 business days Format Paperback Condition Brand New Description Algorithms play an important role in computing, so a deeper understanding of an algorithms logic and mathematics is essential. Publisher Description Delve into the realm of generative AI and large language models (LLMs) while exploring modern deep learning techniques, including LSTMs, GRUs, RNNs with new chapters included in this 50% new edition overhaulPurchase of the print or Kindle book includes a free eBook in PDF format.Key FeaturesFamiliarize yourself with advanced deep learning architecturesExplore newer topics, such as handling hidden bias in data and algorithm explainabilityGet to grips with different programming algorithms and choose the right data structures for their optimal implementationBook DescriptionThe ability to use algorithms to solve real-world problems is a must-have skill for any developer or programmer. This book will help you not only to develop the skills to select and use an algorithm to tackle problems in the real world but also to understand how it works.Youll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, with the help of practical examples. As you advance, youll learn about linear programming, page ranking, and graphs, and will then work with machine learning algorithms to understand the math and logic behind them.Case studies will show you how to apply these algorithms optimally before you focus on deep learning algorithms and learn about different types of deep learning models along with their practical use.You will also learn about modern sequential models and their variants, algorithms, methodologies, and architectures that are used to implement Large Language Models (LLMs) such as ChatGPT.Finally, youll become well versed in techniques that enable parallel processing, giving you the ability to use these algorithms for compute-intensive tasks.By the end of this programming book, youll have become adept at solving real-world computational problems by using a wide range of algorithms.What you will learnDesign algorithms for solving complex problemsBecome familiar with neural networks and deep learning techniquesExplore existing data structures and algorithms found in Python librariesImplement graph algorithms for fraud detection using network analysisDelve into state-of-the-art algorithms for proficient Natural Language Processing illustrated with real-world examplesCreate a recommendation engine that suggests relevant movies to subscribersGrasp the concepts of sequential machine learning models and their foundational role in the development of cutting-edge LLMsWho this book is forThis computer science book is for programmers or developers who want to understand the use of algorithms for problem-solving and writing efficient code.Whether you are a beginner looking to learn the most used algorithms concisely or an experienced programmer looking to explore cutting-edge algorithms in data science, machine learning, and cryptography, youll find this book useful.Python programming experience is a must, knowledge of data science will be helpful but not necessary. Author Biography Imran Ahmad has been a part of cutting-edge research about algorithms and machine learning for many years. He completed his PhD in 2010, in which he proposed a new linear programming-based algorithm that can be used to optimally assign resources in a large-scale cloud computing environment. In 2017, Imran developed a real-time analytics framework named StreamSensing. He has since authored multiple research papers that use StreamSensing to process multimedia data for various machine learning algorithms. Imran is currently working at Advanced Analytics Solution Center (A2SC) at the Canadian Federal Government as a data scientist. He is using machine learning algorithms for critical use cases. Imran is a visiting professor at Carleton University, Ottawa. He has also been teaching for Google and Learning Tree for the last few years. Details ISBN 1803247762 ISBN-13 9781803247762 Title 50 Algorithms Every Programmer Should Know Author Imran Ahmad, Somaieh Nikpoor Format Paperback Year 2023 Pages 538 Edition 2nd Publisher Packt Publishing Limited GE_Item_ID:145279602; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. 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Price: 63.28 USD
Location: Fairfield, Ohio
End Time: 2024-10-22T03:01:04.000Z
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Restocking Fee: No
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Refund will be given as: Money Back
ISBN-13: 9781803247762
Book Title: 50 Algorithms Every Programmer Should Know
Number of Pages: 452 Pages
Language: English
Publication Name: 50 Algorithms Every Programmer Should Know : Tackle Computer Science Challenges with Classic to Modern Algorithms in Machine Learning, Software Design, Data Systems, and Cryptography
Publisher: Packt Publishing, The Limited
Publication Year: 2023
Subject: General, Programming Languages / Python
Type: Textbook
Subject Area: Computers, Mathematics
Author: Imran Ahmad
Item Length: 92.5 in
Item Width: 75 in
Format: Trade Paperback
