Machine Learning Interview Guide Rehan Guha
- Autor:
- Rehan Guha
- Wydawnictwo:
- BPB Publications
- Ocena:
- Stron:
- 346
- Dostępne formaty:
-
ePubMobi
Opis
książki
:
Machine Learning Interview Guide
This book prepares you with the knowledge and skills to confidently excel in the exciting world of machine learning (ML) interviews and launch a successful career in this dynamic field.
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.
By mastering the concepts and question-answer formats presented in this book, you will be well-prepared to tackle technical interview challenges and confidently showcase your ML expertise. This guide will help you achieve your career goals in the exciting field of ML. Key Features
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. What you will learn
Understand core data concepts for ML.
Master classification and regression algorithms.
Learn clustering and dimensionality reduction techniques.
Analyze and forecast time-dependent data with time series analysis.
Gain NLP proficiency and understand human language with techniques like tokenization, stemming, lemmatization, and advanced language models. Who this book is for
This book can be used by an interviewee, interviewer, ML professionals who want to learn the interview structure, and ML practitioners who want to refresh their memory and use this book as a reference guide. Managerial and non-technical people can use this book to learn ML in unique ways through a question-answer format. Table of Contents
1. Data Processing for Machine Learning
2. Classification
3. Regression
4. Clustering and Dimensionality Reduction
5. Time Series
6. Natural Language Processing
Wybrane bestsellery
-
A Cookbook that will help you implement Machine Learning algorithms and techniques by building real-world projects Key Features Learn how to handle an entire Machine Learning Pipeline supported with adequate mathematics. Create Predictive Models and choose the right model for various types of Datasets. Learn the art of tuning a model to improve-
- ePub + Mobi pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
Szczegóły książki
- ISBN Ebooka:
- 978-93-658-9199-7, 9789365891997
- Data wydania ebooka :
-
2024-12-26
Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna
z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie.
Jeśli masz wątpliwości skontaktuj się z nami sklep@helion.pl.
- Język publikacji:
- 1
- Rozmiar pliku ePub:
- 873.2kB
- Rozmiar pliku Mobi:
- 873.2kB
- Zgłoś erratę
- Kategorie:
Sztuczna inteligencja
Uczenie maszynowe
BPB Publications - inne książki
-
Description "High-Performance Algorithmic Trading using AI" is a comprehensive guide designed to empower both beginners and experienced professionals in the finance industry. This book equips you with the knowledge and tools to build sophisticated, high-performance trading systems. It starts with basics like data preprocessing, feature engineering,-
- ePub + Mobi pkt
(39,90 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description This book Artificial Intelligence and Financial Security explores the transformative power of AI in enhancing and safeguarding financial systems. This comprehensive guide looks into AI-driven solutions for fraud detection, risk management, regulatory compliance, and market forecasting. With detailed case studies, actionable insights, an-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description This book is a workshop to create software using AI. A reader will be taken through a series of requirements and create a practical API from scratch. AI is without a doubt a productivity boost, and our goal is to help you maximize the boost by writing prompts effectively to generate, refactor, test, and review code. This book is also a-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description Hands-on Splunk on AWS is a practical tutorial for professionals who wish to set up, manage, and analyze data with Splunk on AWS. This practical guide capitalizes on the scalability and flexibility of Amazon Web Services (AWS) to streamline your Splunk deployment. This book is a complete guide to Splunk, a powerful tool for analyzing an-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description This book teaches you to draw insights from your data. In today's data-driven business landscape, making informed decisions requires effective data analysis. This book guides you through the steps to import, structure, and visualize your data in R, and apply statistical and ML algorithms to drive better insights. This book offers a thor-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description Beginning with Tableau Cloud is the essential toolkit for crafting intuitive and high-performance visuals over the web. This book provides a practical understanding of building, managing, and deploying workbooks on Tableau Cloud. This book explores Tableaus cloud platform, starting with the basics of data visualization and connecting to-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description Digital Technology 360 is a comprehensive guide to understanding the fundamentals and implications of todays most transformative technologies. From foundational innovations like cloud computing, artificial intelligence, and big data to emerging fields like the IoT, 5G/6G, the metaverse, and quantum computing, this book offers an unparal-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description Angular is a popular JavaScript framework that empowers developers to create single-page applications (SPAs) with ease. This comprehensive guide is designed to equip you with the skills and knowledge to become a proficient Angular developer, even if you are starting from scratch. This book offers a step-by-step guide to mastering Angula-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description This book is a practical guide to mastering Terraform and IaC, helping readers build, manage, and scale modern infrastructure. It introduces setting up Terraform environments, mastering HashiCorp Configuration Language (HCL), and managing infrastructure state effectively. Learn to use Terraform providers for cloud platforms, define reso-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
-
Description Integrating Rust shows you how to create fast, secure software while keeping full control. This book helps you with the knowledge to seamlessly integrate Rust into your existing development workflow, using its power for high-performance systems programming and beyond. This book is your go-to guide for bringing Rust into your tech stack-
- ePub + Mobi pkt
(76,49 zł najniższa cena z 30 dni)
80.91 zł
89.90 zł (-10%) -
Dzięki opcji "Druk na żądanie" do sprzedaży wracają tytuły Grupy Helion, które cieszyły sie dużym zainteresowaniem, a których nakład został wyprzedany.
Dla naszych Czytelników wydrukowaliśmy dodatkową pulę egzemplarzy w technice druku cyfrowego.
Co powinieneś wiedzieć o usłudze "Druk na żądanie":
- usługa obejmuje tylko widoczną poniżej listę tytułów, którą na bieżąco aktualizujemy;
- cena książki może być wyższa od początkowej ceny detalicznej, co jest spowodowane kosztami druku cyfrowego (wyższymi niż koszty tradycyjnego druku offsetowego). Obowiązująca cena jest zawsze podawana na stronie WWW książki;
- zawartość książki wraz z dodatkami (płyta CD, DVD) odpowiada jej pierwotnemu wydaniu i jest w pełni komplementarna;
- usługa nie obejmuje książek w kolorze.
Masz pytanie o konkretny tytuł? Napisz do nas: sklep@helion.pl
Książka drukowana
Oceny i opinie klientów: Machine Learning Interview Guide Rehan Guha (0)
Weryfikacja opinii następuję na podstawie historii zamówień na koncie Użytkownika umieszczającego opinię. Użytkownik mógł otrzymać punkty za opublikowanie opinii uprawniające do uzyskania rabatu w ramach Programu Punktowego.