Cracking The Machine Learning Interview - Brossura

Suri, Nitin

 
9781729223604: Cracking The Machine Learning Interview
Brossura
ISBN 10: 1729223605 ISBN 13: 9781729223604
Casa editrice: Independently published, 2018

Sinossi

"A breakthrough in machine learning would be worth ten Microsofts." -Bill Gates

Despite being one of the hottest disciplines in the Tech industry right now, Artificial Intelligence and Machine Learning remain a little elusive to most.The erratic availability of resources online makes it extremely challenging for us to delve deeper into these fields. Especially when gearing up for job interviews, most of us are at a loss due to the unavailability of a complete and uncondensed source of learning.

Cracking the Machine Learning Interview


  • Equips you with 225 of the best Machine Learning problems along with their solutions.

  • Requires only a basic knowledge of fundamental mathematical and statistical concepts.

  • Assists in learning the intricacies underlying Machine Learning concepts and algorithms suited to specific problems.

  • Uniquely provides a manifold understanding of both statistical foundations and applied programming models for solving problems.

  • Discusses key points and concrete tips for approaching real life system design problems and imparts the ability to apply them to your day to day work.


This book covers all the major topics within Machine Learning which are frequently asked in the Interviews. These include:

  • Supervised and Unsupervised Learning

  • Classification and Regression

  • Decision Trees

  • Ensembles

  • K-Nearest Neighbors

  • Logistic Regression

  • Support Vector Machines

  • Neural Networks

  • Regularization

  • Clustering

  • Dimensionality Reduction

  • Feature Extraction

  • Feature Engineering

  • Model Evaluation

  • Natural Language Processing

  • Real life system design problems

  • Mathematics and Statistics behind the Machine Learning Algorithms

  • Various distributions and statistical tests


This book can be used by students and professionals alike. It has been drafted in a way to benefit both, novices as well as individuals with substantial experience in Machine Learning.

Following Cracking The Machine Learning Interview diligently would equip you to face any Machine Learning Interview.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Independently published
Data di pubblicazione
2018
Lingua
Inglese
ISBN 10 
1729223605
ISBN 13 
9781729223604
Rilegatura
Copertina flessibile
Numero di pagine
112
Contatto del produttore
Manufactured by Amazon on behalf of the author
https://www.amazon.it/hz/contact-us

c/o Amazon Media EU S.à.r.l., 38 Avenue John F. Kennedy
Luxembourg
L-1855
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