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9781729223604: Cracking The Machine Learning Interview

Synopsis

"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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

"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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

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Suri, Nitin
ISBN 10 : 1729223605 ISBN 13 : 9781729223604
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Nitin Suri
Edité par Independently published, 2018
ISBN 10 : 1729223605 ISBN 13 : 9781729223604
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Paperback. Etat : Brand New. 112 pages. 8.90x5.91x0.32 inches. In Stock. N° de réf. du vendeur 1729223605

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Suri, Nitin
Edité par Independently published, 2018
ISBN 10 : 1729223605 ISBN 13 : 9781729223604
Ancien ou d'occasion Couverture souple

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Etat : Very Good. Item in very good condition! Textbooks may not include supplemental items i.e. CDs, access codes etc. N° de réf. du vendeur 00084784609

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Suri, Nitin
Edité par Independently published, 2018
ISBN 10 : 1729223605 ISBN 13 : 9781729223604
Ancien ou d'occasion Couverture souple

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