What is 'The Art of Machine Learning' about?

'The Art of Machine Learning: A Hands-On Guide to Machine Learning with R' is an insightful resource designed to introduce the fundamental concepts and practices of machine learning utilizing the R programming language. It covers various algorithms, data processing techniques, and practical implementations. This guide is not just theoretical; it emphasizes hands-on projects that help reinforce learning through real-world applications, making it ideal for both beginners and experienced practitioners who want to enhance their skill set. You’ll find case studies that illustrate how machine learning can be applied across different industries.

Who is the target audience for this book?

The target audience for 'The Art of Machine Learning' includes data scientists, analysts, and anyone interested in deepening their understanding of machine learning through R. It caters to beginners who may have basic programming skills, as well as seasoned data professionals looking to refine their techniques. The book’s structured approach helps readers gradually build confidence in implementing machine learning algorithms, making it a suitable resource for learners in academic settings and industry practitioners alike.

What programming concepts should I know before reading this book?

Before diving into 'The Art of Machine Learning,' it’s beneficial to have a fundamental understanding of programming concepts, particularly in R. Familiarity with data structures, basic syntax, and functions will enhance your learning experience. Additionally, knowing basic statistical concepts will help you grasp machine learning algorithms better. The book is constructed to support you through these concepts, so even if you’re not an expert, you can build your skills progressively as you work through the chapters and practical examples.

Does this book include practical exercises?

Yes, 'The Art of Machine Learning' is rich in practical exercises designed to reinforce learning. Each chapter contains hands-on projects and data analysis tasks that allow readers to apply the concepts they have learned. These practical applications range from exploratory data analysis to implementing predictive models. This hands-on approach is critical for cementing your understanding and gives you the confidence to tackle real-world data challenges, making it an excellent complement to theoretical knowledge.

What machine learning techniques are covered in this book?

'The Art of Machine Learning' covers a variety of key machine learning techniques, including supervised and unsupervised learning, regression analysis, clustering, decision trees, and neural networks, among others. Each technique is presented with clear explanations and examples, ensuring that readers can understand the underlying principles. By working through these concepts, you'll be better equipped to choose the appropriate methods for specific data problems, as well as improve your ability to implement solutions effectively.

Is this book suitable for someone with no prior knowledge of machine learning?

Yes, 'The Art of Machine Learning' is tailored to accommodate readers without prior knowledge of machine learning. The author begins with the foundational concepts and gradually introduces more complex topics, ensuring that newcomers are not overwhelmed. This step-by-step approach allows you to build a solid understanding of both the theoretical aspects and practical applications. You’ll gain confidence in working with datasets and machine learning algorithms as you progress through the chapters.

Will this book help me in my career in data science?

'The Art of Machine Learning' is a valuable resource for advancing your career in data science. By mastering machine learning techniques with R, you enhance your skill set and increase your employability. The knowledge gained from practical exercises can be directly applied to real-world scenarios, which is often sought after by employers. Furthermore, the book's case studies exemplify how to communicate data-driven findings effectively, an essential skill in professional environments where data informs business decisions.

Can I use machine learning applications beyond R?

While 'The Art of Machine Learning' primarily focuses on R, many of the machine learning concepts and algorithms discussed are applicable across various programming languages and tools. The foundational knowledge you gain can be translated to software like Python or frameworks such as TensorFlow. Understanding the theoretical aspects allows you to adapt these techniques irrespective of the specific language or environment you're working in, enabling greater versatility in your data science projects.

What are the prerequisites for this book?

The primary prerequisites for 'The Art of Machine Learning' are a basic understanding of R and familiarity with data analysis concepts. It would also be advantageous to have some knowledge of statistics and mathematics, as machine learning often involves probabilistic models and optimization techniques. However, the book does an excellent job of guiding readers through more complex ideas, so as long as you have a willingness to learn and a basic programming foundation, you should be able to navigate the content successfully.

Kā iepirkties The Art of Machine Learning: A Hands-On Guide to tiešsaistē no Ubuy?

Ir viegli iepirkties The Art of Machine Learning: A Hands-On Guide to tiešsaistē no Ubuy.. Jums vienkārši ir jāmeklē prece, izrakstīšanās laikā jāizvēlas piegādes veids un jāsaņem tā piegāde uz jūsu atrašanās vietu.

Vai The Art of Machine Learning: A Hands-On Guide to ir pieejams iepirkšanās tiešsaistē šeit: Latvia?

Jā, Ubuy Latvia šis produkts ir pieejams, lai jūs varētu iepirkties par saprātīgu cenu.. The Art of Machine Learning: A Hands-On Guide to nav pieejams lokāli, taču varat mums uzticēt mūsu ātrās piegādes pakalpojumus.

Cik ilgs laiks nepieciešams, lai saņemtu preci pēc pasūtījuma veikšanas?

Jūsu pasūtītās preces piegādes laiks atšķiras atkarībā no jūsu pasūtījuma un jūsu izvēlētā piegādes veida.. Paredzamais piegādes laiks tiek minēts norēķināšanās procesā, tāpēc iepērkoties esiet bezrūpīgs.

Skatīt oriģinālu

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

Learn to expertly apply a range of machine learning methods to real data with this practical guide.

Preces #: 64172994

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

Q: Where can I buy 'The Art of Machine Learning: A Hands-On Guide to Machine Learning with R'?

You can buy 'The Art of Machine Learning: A Hands-On Guide to Machine Learning with R' at Ubuy in Latvia. Ubuy offers a wide selection of books including this one, making it easy for you to access essential resources for enhancing your knowledge in machine learning. By shopping at Ubuy, you also benefit from reliable service and fast processing in acquiring your desired materials to kickstart your journey in machine learning.

87% of respondents would recommend this to a friend

Preces #: 64172994

€ 39

Price Details

Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )

^{*All items will import from ASV}

Pieejamība : Noliktavā

Importēts no veikala USA

QTY:

Pasūtiet tūlīt un saņemiet to Otrdiena, Septembris 29

Secured transaction

Our Top Logistics Partners

Learn to expertly apply a range of machine learning methods to real data with this practical guide.

U-Care garantija:

Nav

Izvēlieties plānu

Fast
Shipping

Free
Return^*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

Note: Step Down Voltage Transformer required for using electronics products of ASV store (110-120). Recommended power converters Pērc tagad.

What Stands Out

Practical Approach

This guide emphasizes hands-on practice, enabling readers to gain practical skills in machine learning using R, which can be immediately applied to real-world scenarios.

Comprehensive Insights

The book offers a thorough exploration of machine learning concepts, ensuring readers build a solid foundation while tackling various algorithms systematically and effectively.

Reader-Friendly Format

Designed for all skill levels, the content is structured in a user-friendly format, making complex topics accessible, ensuring readers can grasp and implement machine learning techniques easily.

Produkta informācija

Practical guide for applying machine learning methods to real data with real dataset examples
Suitable for readers with intuitive grasp of charts, graphs, and familiarity with the R programming language
Covers a range of machine learning methods such as k-Nearest Neighbors, random forests, gradient boosting, neural networks, and more
Addresses common problems like 'dirty' data, factor variables, unbalanced data, and Bias-Variance Tradeoff
Utilizes standard R packages with a simple wrapper interface for convenient access
Equips readers to apply machine learning techniques to their own datasets after completion

Publisher	No Starch Press
Publication date	January 9, 2024
Language	English
Print length	272 pages
ISBN-10	1718502109
ISBN-13	978-1718502109
Item Weight	13 ounces (368.55 grams)
Dimensions	7 x 0.64 x 9.25 inches (17.8 x 1.6 x 23.5 cm)

Who Should Buy?

Beginners in ML
Ideal for newcomers to machine learning, offering fundamental concepts and practical exercises with R for better understanding.
R Programming Users
Perfect for users familiar with R, leveraging their skills to explore advanced machine learning techniques effectively.
Practical Learners
Great for hands-on learners who prefer applying concepts through real-world examples and case studies within the book.

Advanced Researchers
Not suitable for seasoned experts seeking complex theories or cutting-edge research in machine learning techniques beyond R.

PRODUKTA APRAKSTS

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

Vai jums ir kādi jautājumi? Terzet ar mums

Klientu jautājumi un atbildes

jautājums: Kā iepirkties The Art of Machine Learning: A Hands-On Guide to tiešsaistē no Ubuy?

atbildi: Ir viegli iepirkties The Art of Machine Learning: A Hands-On Guide to tiešsaistē no Ubuy.. Jums vienkārši ir jāmeklē prece, izrakstīšanās laikā jāizvēlas piegādes veids un jāsaņem tā piegāde uz jūsu atrašanās vietu.
jautājums: Vai The Art of Machine Learning: A Hands-On Guide to ir pieejams iepirkšanās tiešsaistē šeit: Latvia?

atbildi: Jā, Ubuy Latvia šis produkts ir pieejams, lai jūs varētu iepirkties par saprātīgu cenu.. The Art of Machine Learning: A Hands-On Guide to nav pieejams lokāli, taču varat mums uzticēt mūsu ātrās piegādes pakalpojumus.
jautājums: Cik ilgs laiks nepieciešams, lai saņemtu preci pēc pasūtījuma veikšanas?

atbildi: Jūsu pasūtītās preces piegādes laiks atšķiras atkarībā no jūsu pasūtījuma un jūsu izvēlētā piegādes veida.. Paredzamais piegādes laiks tiek minēts norēķināšanās procesā, tāpēc iepērkoties esiet bezrūpīgs.

AI & Machine Learning Editorial Review

Redakcionālas atsauksmes netika atrastas

Customer Reviews & Ratings

5.0

1 klientu vērtējumi

5 zvaigzne

100%
4 zvaigzne

0%
3 zvaigzne

0%
2 zvaigzne

0%
1 zvaigzne

0%

Pārskatiet šo produktu

Dalieties savās domās ar citiem klientiem

Product Price History

Svarīga informācija

Ierobežojumi: attiecībā uz produktiem, kas tiek nosūtīti starptautiski, lūdzu, ņemiet vērā, ka jebkura ražotāja garantija var nebūt derīga; ražotāja servisa iespējas var nebūt pieejamas; produktu rokasgrāmatas, instrukcijas un drošības brīdinājumi var nebūt galamērķa valsts valodās; produkti (un pavadošie materiāli) var nebūt izstrādāti saskaņā ar galamērķa valsts standartiem, specifikācijām un marķēšanas prasībām; un produkti var neatbilst galamērķa valsts spriegumam un citiem elektriskajiem standartiem (ja nepieciešams, nepieciešams adapteris vai pārveidotājs). Par to, lai produktu varētu likumīgi ievest galamērķa valstī, ir atbildīgs saņēmējs. Pasūtot no Ubuy vai tā saistītajiem uzņēmumiem, saņēmējs ir ierakstu importētājs, un viņam jāievēro visi galamērķa valsts tiesību akti un noteikumi.
Ne visi Ubuy uzskaitītie produkti ir pārdošanā, jo Ubuy ir globāla meklētājprogramma. Uz produktiem attiecas eksporta/tirdzniecības noteikumi.

€ 39

Pasūtiet tūlīt un saņemiet to Otrdiena, Septembris 29

QTY:

Secured transaction

PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.

Our Top Logistics Partners

Fastest cross-border delivery

Funkcijas un priekšrocības

Practical guide to machine learning without advanced math.
Includes real datasets and practical examples.
Covers diverse ML techniques like k-NN, random forests, and SVMs.
Expert tips for troubleshooting common data issues.
Perfect for mastering the principles of machine learning.
Empowers you to use ML models effectively.

Ubuy Assurance

Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns ^*, and secure packaging on every order.

The Art of Machine Learning: A Hands-On Guide to Machine Learning with R

€ 39

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Produkta informācija

Who Should Buy?

PRODUKTA APRAKSTS

Klientu jautājumi un atbildes

AI & Machine Learning Editorial Review

Customer Reviews & Ratings

Pārskatiet šo produktu

Product Price History

Svarīga informācija

€ 39

Funkcijas un priekšrocības

Ubuy Assurance

Fast
Shipping

Free
Return^*