40 Algorithms Every Programmer Should Know

40 Algorithms Every Programmer Should Know
PDF, ePUB
  • eBook:
    40 Algorithms Every Programmer Should Know: Hone your problem-solving skills by learning different algorithms and their implementation in Python
  • Author:
    Imran Ahmad
  • Edition:
    -
  • Categories:
  • Data:
    June 12, 2020
  • ISBN:
    1789801214
  • ISBN-13:
    9781789801217
  • Language:
    English
  • Pages:
    382 pages
  • Format:
    PDF, ePUB

Book Description
Learn algorithms for solving classic computer science problems with this concise guide covering everything from fundamental algorithms, such as sorting and searching, to modern algorithms used in machine learning and cryptography

Key Features

  • Learn the techniques you need to know to design algorithms for solving complex problems
  • Become familiar with neural networks and deep learning techniques
  • Explore different types of algorithms and choose the right data structures for their optimal implementation

Book Description

Algorithms have always played an important role in both the science and practice of computing. Beyond traditional computing, the ability to use algorithms to solve real-world problems is an important skill that any developer or programmer must have. This book will help you not only to develop the skills to select and use an algorithm to solve real-world problems but also to understand how it works.
You'll start with an introduction to algorithms and discover various algorithm design techniques, before exploring how to implement different types of algorithms, such as searching and sorting, with the help of practical examples. As you advance to a more complex set of algorithms, you'll learn about linear programming, page ranking, and graphs, and even work with machine learning algorithms, understanding the math and logic behind them. Further on, case studies such as weather prediction, tweet clustering, and movie recommendation engines will show you how to apply these algorithms optimally. Finally, you'll 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 book, you'll have become adept at solving real-world computational problems by using a wide range of algorithms.

What you will learn

  • Explore existing data structures and algorithms found in Python libraries
  • Implement graph algorithms for fraud detection using network analysis
  • Work with machine learning algorithms to cluster similar tweets and process Twitter data in real time
  • Predict the weather using supervised learning algorithms
  • Use neural networks for object detection
  • Create a recommendation engine that suggests relevant movies to subscribers
  • Implement foolproof security using symmetric and asymmetric encryption on Google Cloud Platform (GCP)

Who this book is for

This book is for the serious programmer! Whether you are an experienced programmer looking to gain a deeper understanding of the math behind the algorithms or have limited programming or data science knowledge and want to learn more about how you can take advantage of these battle-tested algorithms to improve the way you design and write code, you'll find this book useful. Experience with Python programming is a must, although knowledge of data science is helpful but not necessary.

Content

Section 1: Fundamentals and Core Algorithms
Chapter 1: Overview of Algorithms
Chapter 2: Data Structures Used in Algorithms
Chapter 3: Sorting and Searching Algorithms
Chapter 4: Designing Algorithms
Chapter 5: Graph Algorithms

Section 2: Machine Learning Algorithms
Chapter 6: Unsupervised Machine Learning Algorithms
Chapter 7: Traditional Supervised Learning Algorithms
Chapter 8: Neural Network Algorithms
Chapter 9: Algorithms for Natural Language Processing
Chapter 10: Recommendation Engines

Section 3: Advanced Topics
Chapter 11: Data Algorithms
Chapter 12: Cryptography
Chapter 13: Large-Scale Algorithms
Chapter 14: Practical Considerations

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