[PDF/ePUB] Implementing Useful Algorithms in C++

Implementing Useful Algorithms in C++ image

DOWNLOAD PDF

Programmers use algorithms and data structures all the time, usually through numerous available APIs. Ideally an algorithm is correct, easy to understand, applicable to many problems, efficient, and free of intellectual property claims. This book covers algorithms and data structures learned in an algorithms class and many that aren't, including statistical algorithms, external memory algorithms, numerical methods, optimization, string algorithms, and data compression.About a fourth of the book is devoted to machine learning. There is much more theory than in the rest of the book because in machine learning relevant theory is more practical than algorithms. New learning algorithms are proposed often, and it's easy to get lost without understanding how learning actually works. In particular, getting comfortable with the concept of estimation error substantially improves the ability to reason about statistical algorithms.Another fourth is about numerical algorithms. Separate chapters cover matrix algorithms (such as eigenvalue calculation for spectral clustering), working with functions (integration, root finding, etc.), and optimization (both continuous and convex).Expect to learn something new in every chapter. Many topics appear only in specialized books and papers, including collections of random number generators and hash functions for various use cases, priority queues that allow random access for applications like Djikstra's shortest path algorithm, the simplex method for linear programming, efficient dictionaries for variable-length keys, Monte Carlo and bootstrap methods for statistical computing, top-performing learning algorithms such as random forest, etc. One of the goals of the book is answering all questions you might have had since taking an algorithms class.Algorithm descriptions have tested C++ code, illustrations, performance analysis, and suggestions for optimizations and extensions. Still, the book is advanced, requiring some algorithmic maturity. After working through it, you will know more about algorithms and machine learning than before, even if you are already an expert. This is the book the author wishes he had when he started studying algorithms.

✔ Author(s):
✔ Title: Implementing Useful Algorithms in C++
✔ Rating : 4 out of 5 base on (67 reviews)
✔ ISBN-10: B08PXHJCXY
✔ ISBN-13: 978B08PXHJCX8
✔ Language: English
✔ Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
✔ Device compatibles: Android, iOS, PC and Amazon Kindle

Readers' opinions about Implementing Useful Algorithms in C++ by Dmytro Kedyk

/
Lucy Garraway
I couldn't stop raving about this book to my friends and family. It's a literary gem that deserves all the praise. I can't wait to dive into more works by this talented author.
/
Rosa Bax
The rich historical context of the book added a layer of depth that I found fascinating. It was like stepping back in time and experiencing history firsthand.
/
Laura Hill
This is a book I'll cherish and recommend to everyone. It touched my soul and made me reflect on life's profound mysteries.


House of Salt and Sorrows (SISTERS OF THE SALT), Maybe It’s You: Cut the Crap. Face Your Fears. Love Your Life., How to Speak Chicken: Why Your Chickens Do What They Do & Say What They Say, Basketball Short Stories For Kids: Inspirational Tales of Triumph From Basketball History To Motivate Young Ballers Reaching for the Stars! (Inspirational Sports Stories), Teach Your Children Well: A Step-by-Step Guide for Family Discipleship, Radiographic Pathology for Technologists, The Full Armor of God: 7-Part Bible Study Journal, Finish Strong: Putting YOUR Priorities First at Life’s End, She Works His Way: A Practical Guide for Doing What Matters Most in a Get-Things-Done World, Discerning the Spirit Realm: The Key to Powerful Prayer and Victorious Warfare, Implementing Useful Algorithms in C++ Dmytro Kedyk popular EPUB download ... Implementing Useful Algorithms in C++ Dmytro Kedyk read ebooks ... [download] book Implementing Useful Algorithms in C++ format PDF ... This site currently has over a thousand free books available for download in various formats Implementing Useful Algorithms in C++ best book ... Click the Download or Read Online button Implementing Useful Algorithms in C++ Dmytro Kedyk pdf free download ... Read online or download Dmytro Kedyk Implementing Useful Algorithms in C++ PDF ... download Implementing Useful Algorithms in C++ PDF - KINDLE - EPUB - MOBI ... Implementing Useful Algorithms in C++ free download ... Implementing Useful Algorithms in C++ book online for free ... Implementing Useful Algorithms in C++ pdf ebook epub free download ...