Dynamic Programming for the day before your coding interview: 7 (Day before Coding Interview [DCI]: CODING INTERVIEW PATTERNS) - Tapa blanda

Chatterjee, Aditya; Kiao, Ue

 
9798640923216: Dynamic Programming for the day before your coding interview: 7 (Day before Coding Interview [DCI]: CODING INTERVIEW PATTERNS)
Tapa blanda
ISBN 13: 9798640923216
Editorial: Independently published, 2020

Sinopsis

Master DYNAMIC PROGRAMMING in 2 hours. Includes DP CHEATSHEET (goldmine).

Dynamic Programming is a fundamental algorithmic technique which is behind solving some of the toughest computing problems. In this book "Dynamic Programming for the day before your coding interview", we have covered some Dynamic Programming problems which will give you the general idea of formulating a Dynamic Programming solution and practice on applying it on a variety of Coding Interview problems.

The first chapter is the Dynamic Programming cheatsheet. This is a goldmine. This will help you get the core DP idea of over 50 problems within 30 minutes. You should revisit and revise this cheatsheet every 2 months.

Some of the problems we have covered are:

  • Permutation coefficient: This is a basic problem but is significant in understanding the idea behind Dynamic Programming.
  • Longest Common Substring: This is an important problem as we see how we can apply Dynamic Programming in string problems.
  • XOR value: This is another significant problem as we are applying Dynamic Programming on a Number Theory problem more specifically problem involving subset generation.
  • K edges: In line with our previous problems, in this problem, we have applied Dynamic Programming in a graph-based problem. This problem shows a problem where Dynamic Programming is not the most efficient solution but is in the right path.

We have covered other relevant solutions and ideas as well so that you have the complete idea of the problems and understand deeply the significance of Dynamic Programming in respect to the problems.

Book: Dynamic Programming for the day before your Coding Interview
Authors (2): Aditya Chatterjee, Ue Kiao

About the authors:
Aditya Chatterjee is an Independent Researcher, Technical Author and the Founding Member of OPENGENUS, a scientific community focused on Computing Technology.
Ue Kiao is a Japanese Software Developer and has played key role in designing systems like TaoBao, AliPay and many more. She has completed her B. Sc in Mathematics and Computing Science at National Taiwan University and PhD at Tokyo Institute of Technology.

Published: April 2020 (Edition 1)
Publisher: © OpenGenus

"Sinopsis" puede pertenecer a otra edición de este libro.

Editorial
Independently published
Año de publicación
2020
Idioma
Inglés
ISBN 13 
9798640923216
Encuadernación
Tapa blanda
Número de páginas
76
Contacto del fabricante
no disponible
Persona responsable
no disponible