Machine Learning Interview Guide : Job-oriented questions and answers for data scientists and engineers
by
Rehan Guha
Book Details
Format
Paperback / Softback
ISBN-10
936589199X
ISBN-13
9789365891997
Publisher
BPB Publications
Imprint
BPB Publications
Country of Manufacture
IN
Country of Publication
GB
Publication Date
Oct 14th, 2024
Print length
346 Pages
Weight
576 grams
Dimensions
24.10 x 19.10 x 1.80 cms
Product Classification:
Computing & information technology
Ksh 6,100.00
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Major topics and concepts covered in a question-answer format. One can gain expertise in how to present an answer during an ML interview. Helps to structure the interview process and make it streamlined as per the industry.
This book offers a collection of curated questions and answers to help readers understand key ML concepts, including data processing, classification, regression, clustering, dimensionality reduction, time series, and natural language processing (NLP). While not exhaustive, it focuses on critical topics and common questions often encountered in interviews. The chapters highlight essential concepts without a strict order of importance, reflecting the informal nature of ML interviews. Alongside theoretical knowledge, the book emphasizes the importance of coding and real-world application for a deeper understanding. Practical exercises, coding projects, and continuous learning are crucial to mastering ML concepts.
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