Explore Products

Best Sellers

New Releases

Books

Videos

Audiobooks

Learning Hub

Conferences

Free Learning

You're reading from 40 Algorithms Every Programmer Should Know Hone your problem-solving skills by learning different algorithms and their implementation in Python

Product type Paperback

Published in Jun 2020

Publisher Packt

ISBN-13 9781789801217

Length 382 pages

Edition 1st Edition

Languages

Python

Tools

Google Cloud Platform

Concepts

Data Structures and Algorithms

Author (1):

Imran Ahmad

View More author details

Table of Contents (19) Chapters

Preface

1. Section 1: Fundamentals and Core Algorithms

2. Overview of Algorithms FREE CHAPTER

3. Data Structures Used in Algorithms

4. Sorting and Searching Algorithms

5. Designing Algorithms

6. Graph Algorithms

7. Section 2: Machine Learning Algorithms

8. Unsupervised Machine Learning Algorithms

9. Traditional Supervised Learning Algorithms

10. Neural Network Algorithms

11. Algorithms for Natural Language Processing

12. Recommendation Engines

13. Section 3: Advanced Topics

14. Data Algorithms

15. Cryptography

16. Large-Scale Algorithms

17. Practical Considerations

18. Other Books You May Enjoy

Leave a review - let other readers know what you think

Section 3: Advanced Topics

As the name suggests, we will deal with higher level concepts of algorithms in this section. Cryptography and large scale algorithms are key highlights of this section. The last chapter of this section, and also of the book, explores the practical considerations one should keep in mind while implementing them. The chapters included in this section are:

Chapter 11, Data Algorithms
Chapter 12, Cryptography
Chapter 13, Large Scale Algorithms
Chapter 14, Practical Considerations

The rest of the chapter is locked

A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.

Unlock this book and the full library FREE for 7 days

Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of

Start free trial

Renews at $19.99/month. Cancel anytime

Authors (1)

Imran Ahmad

Imran Ahmad is the author of the “50 Algorithms every programmer should know”. He 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.

See other products by Imran Ahmad