What is 'Grokking Machine Learning' about?

'Grokking Machine Learning' is an in-depth guide aimed at making complex machine learning concepts accessible and understandable. The book takes a hands-on approach through interactive examples and projects, allowing readers to directly apply what they learn. This resource is perfect for beginners who are seeking to grasp the fundamentals of machine learning and for those with some prior knowledge looking to solidify their understanding.

Who is the target audience for 'Grokking Machine Learning'?

'Grokking Machine Learning' is designed for a diverse audience ranging from beginners with no prior experience in machine learning to practitioners with some experience looking to enhance their skills. The engaging style and practical examples make it suitable for developers, data scientists, and anyone interested in understanding how machine learning works and its applications.

What topics are covered in 'Grokking Machine Learning'?

'Grokking Machine Learning' covers a variety of essential topics, including supervised learning, unsupervised learning, neural networks, decision trees, and natural language processing. Each chapter builds on the last, offering progressively complex concepts explained through relatable examples and case studies, allowing readers to see real-world applications of these techniques.

How can 'Grokking Machine Learning' enhance my career?

Studying 'Grokking Machine Learning' can significantly enhance your career by equipping you with valuable skills in a high-demand field. Understanding machine learning opens up opportunities in data analysis, AI development, and software engineering roles, making you a more competitive candidate. Employers increasingly seek knowledge in these areas, and this book serves as a foundational stepping stone.

Is prior knowledge of programming required to understand 'Grokking Machine Learning'?

While prior programming experience can be beneficial, 'Grokking Machine Learning' is written in a way that is approachable for beginners. The book includes explanations of basic programming concepts in Python relevant to the examples provided throughout. With dedication, even those new to coding can follow along and grasp important machine learning concepts.

Are there any practical exercises included in 'Grokking Machine Learning'?

'Grokking Machine Learning' includes numerous practical exercises designed to reinforce the material presented in each chapter. These exercises encourage readers to apply concepts to real-world scenarios, enhancing retention and understanding. This hands-on approach is essential for mastering machine learning, as theoretical knowledge is solidified through practical application.

Can I learn data science through 'Grokking Machine Learning'?

'Grokking Machine Learning' offers a solid foundation for those looking to learn data science since machine learning is a core component of the field. The book provides insights into data handling, model evaluation, and prediction techniques that are essential for any aspiring data scientist. By understanding these concepts, readers can develop skills necessary to analyze and interpret complex datasets.

What makes 'Grokking Machine Learning' unique compared to other machine learning books?

'Grokking Machine Learning' stands out due to its clear, engaging writing style and its focus on deep understanding rather than rote memorization. The author's unique approach, combining theory with hands-on activities and relatable examples, makes learning more enjoyable and effective. Readers are guided through concepts like a journey, making it less intimidating for learners at all levels.

How can I stay updated with developments in machine learning after reading 'Grokking Machine Learning'?

Staying updated after reading 'Grokking Machine Learning' involves exploring various resources such as online courses, webinars, and industry publications. Engaging with communities on platforms like GitHub and Stack Overflow, as well as following influential figures in AI and machine learning on social media, can also keep you informed about the latest trends, tools, and techniques in the field.

Where can I buy 'Grokking Machine Learning' in Slovenia?

You can buy 'Grokking Machine Learning' in Slovenia at Ubuy. Ubuy offers a convenient platform where you can find a wide selection of books, including this popular title, providing an accessible shopping experience tailored to your needs.

Kako nakupovati Grokking Machine Learning prek spleta pri Ubuyu?

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Ali je Grokking Machine Learning na voljo za spletno nakupovanje v Slovenia?

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Discover valuable machine learning techniques you can understand and apply using just high-school math.

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Grokking Machine Learning

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Artikel #: 31829893

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What Stands Out

Comprehensive Coverage

Grokking Machine Learning offers in-depth insights into concepts, algorithms, and applications, making it suitable for beginners and seasoned practitioners alike, ensuring a solid understanding of machine learning fundamentals.

Hands-On Examples

This product includes practical exercises and real-world case studies, enabling learners to apply theoretical knowledge and gain practical experience, enhancing retention and understanding of complex machine learning topics.

Accessible Format

The content is designed with clarity in mind, using engaging visuals and easy-to-follow explanations, making it accessible to a wider audience, thus lowering the barrier to entry for aspiring data scientists.

Podrobnosti produkta

Publisher	Manning Publications
Publication date	December 14, 2021
Language	English
Print length	512 pages
ISBN-10	1617295914
ISBN-13	978-1617295911
Item Weight	2 pounds (910 grams)
Dimensions	7.38 x 1.28 x 9.25 inches (18.7 x 3.3 x 23.5 cm)

Who Should Buy?

Beginners in ML
Ideal for those new to machine learning looking for a comprehensive, beginner-friendly introduction to the subject.
Self-learners
Perfect for individuals eager to learn at their own pace with practical examples and guided exercises.
Job Seekers
Beneficial for job seekers aiming to enhance their resumes with machine learning knowledge and skills.

Advanced Practitioners
Not suitable for experienced ML professionals looking for advanced theories, research, or complex algorithms.

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Grokking Machine Learning

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Vprašanje: Kako nakupovati Grokking Machine Learning prek spleta pri Ubuyu?

Odgovor: Preprosto je nakupovati Grokking Machine Learning v spletu pri Ubuyu.. Izdelek morate le poiskati, med odjavo izbrati način pošiljanja in ga dostaviti na vašo lokacijo.
Vprašanje: Ali je Grokking Machine Learning na voljo za spletno nakupovanje v Slovenia?

Odgovor: Da, pri Ubuy Slovenia je ta izdelek na voljo za nakupovanje po razumni ceni.. Grokking Machine Learning ni na voljo lokalno, vendar nam lahko zaupate naše storitve hitrega pošiljanja.
Vprašanje: Koliko časa traja, da dobite izdelek po oddaji naročila?

Odgovor: Čas dostave naročenega izdelka se razlikuje glede na to, kaj ste naročili, in način pošiljanja, ki ste ga izbrali.. Predviden čas dostave je naveden med postopkom nakupa, zato bodite brezskrbni pri nakupovanju.

Neural Networks Editorial Review

"Grokking Machine Learning" is a book that has received mixed reviews from customers. While some praise the book for its clear writing style and beginner-friendly approach, others have pointed out that the book's focus on the turicreate package, which is only valid with Python up to 3.8, makes it unsuitable for those using Python 3.9 or later. The book contains 410 pages, with turicreate mentioned until page 171 and scikit learn only starting at page 265. The information provided in the book is said to look good based on the first two chapters, but it may not be the best option for those specifically looking for information on scikit learn. Overall, the book is highly recommended for anyone interested in machine learning, especially novice learners.

Customer Reviews & Ratings

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Prednosti

Clear writing style
Beginner-friendly approach
Good information provided in the first two chapters
Highly recommended for novice learners

Slabosti

Focus on turicreate package, which is only valid with Python up to 3.8

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Značilnosti in prednosti

Learn Supervised algorithms
Data cleaning & simplification techniques
Study Neural networks & complex dataset methods.
No special knowledge required
Packed with Python-based exercises & projects.
Free eBook included with a print book purchase.

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Grokking Machine Learning

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Podrobnosti produkta

Who Should Buy?

OPIS IZDELKA

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Neural Networks Editorial Review

Customer Reviews & Ratings

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Pomembne informacije

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