Who is the target audience for this textbook?

'Probability and Statistics for Machine Learning: A Textbook 2024th Edition' is aimed at students, professionals, and researchers in the field of data science and machine learning. Whether you are a beginner eager to grasp fundamental concepts or an experienced practitioner looking to enhance your skills, the book caters to a wide audience by blending theory with practical examples, ensuring that all readers can find value and improve their understanding of essential statistical techniques.

How is this textbook structured to enhance learning?

The textbook is structured to facilitate progressive learning through clearly defined chapters that build on each other. Each chapter introduces new concepts with detailed explanations, supplemented by real-world examples and exercises that reinforce understanding. Additionally, the book includes visual aids and summaries to highlight key points, ensuring that readers can easily navigate complex topics while developing a solid grasp of probability and statistics in machine learning contexts.

Are there practical examples included in the textbook?

Yes, the textbook includes numerous practical examples that illustrate how to apply probability and statistics in real-world machine learning scenarios. These examples allow readers to see the direct application of theoretical concepts, helping to bridge the gap between understanding the material and using it in practice. By working through these case studies, readers can gain hands-on experience in implementing statistical methods within machine learning projects.

What kinds of statistical methods are covered in this textbook?

The textbook covers a broad array of statistical methods important for machine learning, including descriptive statistics, inferential statistics, regression analysis, hypothesis testing, and Bayesian statistics. Each method is explained in detail, highlighting its relevance and application in machine learning workflows. This comprehensive coverage ensures that readers are well-equipped to choose the correct statistical approach for their specific data analysis needs.

Can I use this textbook for self-study?

Absolutely! 'Probability and Statistics for Machine Learning: A Textbook 2024th Edition' is designed for self-study as well as formal instruction. The clear explanations, structured format, and inclusion of exercises make it an ideal resource for individuals looking to learn independently. By following the chapters methodically and practicing the exercises, self-learners can effectively understand and apply key concepts in probability and statistics relevant to machine learning.

What backgrounds do I need to grasp the content of this textbook?

While a basic understanding of mathematics is helpful, the textbook is crafted to be accessible to readers with varying levels of expertise. It starts with foundational concepts before progressing to more complex topics, making it suitable for those new to statistics as well as seasoned practitioners. Readers with a background in mathematics, computer science, or data analysis will find the content particularly relevant, aiding their transition into more advanced machine learning studies.

Does this textbook discuss real-world applications of machine learning?

Yes, the textbook provides insights into real-world applications of machine learning, illustrating how statistical methods are employed across various industries. From finance and healthcare to technology and environmental science, the book showcases numerous case studies that highlight the practical impact of statistical analysis in tackling complex problems. This application-oriented approach not only enhances understanding but also inspires readers to innovate and apply these techniques in their own fields.

What are the learning outcomes of this textbook?

Readers of 'Probability and Statistics for Machine Learning: A Textbook 2024th Edition' can expect to achieve a robust understanding of key statistical concepts, proficiency in probability theory, and the ability to apply statistical methods in machine learning contexts. By the end of the book, they should be able to critically analyze data, select appropriate statistical techniques for various problems, and effectively communicate their findings within the scope of machine learning projects.

Hversu langan tíma tekur það að fá vöru eftir pöntun?

Afhendingartími pantaðrar vöru er mismunandi eftir því hvað þú hefur pantað og sendingaraðferðina sem þú hefur valið.. Áætlaður afhendingartími er tilgreindur í greiðsluferlinu, svo vertu áhyggjulaus þegar þú verslar.

Sjá frumrit

Probability and Statistics for Machine Learning: A Textbook 2024th Edition

This book covers probability and statistics from the machine learning perspective, making complex concepts accessible through over 200 worked examples.

Vara #: 141858145

Probability and Statistics for Machine Learning: A Textbook 2024th Edition

Q: What is the main focus of 'Probability and Statistics for Machine Learning: A Textbook 2024th Edition'?

This textbook primarily focuses on the statistical concepts and probability theories that are crucial for understanding machine learning algorithms. It provides a comprehensive introduction to essential statistical methods and probability models that form the basis of various machine learning approaches. By integrating theoretical knowledge with practical applications, readers gain the foundational insights necessary for effectively implementing and optimizing machine learning models.

Q: Where can I buy 'Probability and Statistics for Machine Learning: A Textbook 2024th Edition'?

You can purchase 'Probability and Statistics for Machine Learning: A Textbook 2024th Edition' from Ubuy in Iceland. Ubuy is an online marketplace that offers a wide selection of textbooks along with competitive pricing and easy access to a wealth of learning materials. Utilizing Ubuy ensures you have a reliable source for acquiring this essential textbook for your studies in machine learning.

87% of respondents would recommend this to a friend

Vara #: 141858145

ISK 10261

Price Details

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

^{*All items will import from Bandaríkin}

Framboð : Á lager

Flutt inn úr verslun

QTY:

Þessi vara er ekki framfylgt af Ubuy og getur tekið að minnsta kosti 10 daga í afhendingu. Við gætum afturkallað vöruna úr pöntuninni og endurgreitt þér ef einhver vandamál koma upp við afhendingu þessarar vöru.

Secured transaction

Our Top Logistics Partners

This book covers probability and statistics from the machine learning perspective, making complex concepts accessible through over 200 worked examples.

U-Care ábyrgð:

Enginn

Veldu áætlun

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 Bandaríkin store (110-120). Recommended power converters Kaupa núna.

What Stands Out

Comprehensive Coverage

This textbook provides an in-depth exploration of probability and statistics tailored for machine learning, ensuring readers grasp essential concepts and methodologies for effective data analysis.

Practical Examples

Real-world applications and practical examples throughout the book help bridge the gap between theory and implementation, making it easier for students to apply learned concepts in actual machine learning scenarios.

Updated Content

The 2024 edition includes the latest advancements in machine learning statistics, ensuring readers are equipped with current knowledge and techniques vital for success in the evolving data science field.

Upplýsingar um vöru

Publisher	Springer
Publication date	May 15, 2024
Edition	2024th
Language	English
Print length	540 pages
ISBN-10	3031532813
ISBN-13	978-3031532818
Item Weight	2.5 pounds (1.13 kg)
Dimensions	7 x 1.25 x 10 inches (17.8 x 3.2 x 25.4 cm)

Who Should Buy?

Aspiring Data Scientists
This textbook provides essential statistical concepts crucial for building data-driven models and understanding machine learning algorithms.
Graduate Students
Ideal for students pursuing advanced degrees in data science or related fields, enhancing their theoretical foundation in statistics.
Industry Professionals
Professionals looking to sharpen their analytical skills in machine learning will find practical applications and advanced techniques.

Beginner Statisticians
Newcomers to statistics might find this textbook's advanced content too challenging without prior foundational knowledge.

VÖRULÝSING

Probability and Statistics for Machine Learning: A Textbook 2024th Edition

Ertu með fyrirspurn? Spjallaðu við okkur

Spurningar og svör viðskiptavina

spurningu: Hvernig á að versla Probability and Statistics for Machine Learning: A á netinu frá Ubuy?

svara: Það er auðvelt að versla Probability and Statistics for Machine Learning: A á netinu frá Ubuy.. Þú þarft bara að leita að vörunni, velja sendingaraðferðina á meðan þú skráir þig út og fá hana afhenta á þinn stað.
spurningu: Er Probability and Statistics for Machine Learning: A hægt að versla á netinu í Iceland?

svara: Já, hjá Ubuy Iceland er þessi vara fáanleg fyrir þig til að versla á sanngjörnu verði.. Probability and Statistics for Machine Learning: A er ekki fáanlegt á staðnum en þú getur treyst okkur fyrir hraðflutningaþjónustu okkar.
spurningu: Hversu langan tíma tekur það að fá vöru eftir pöntun?

svara: Afhendingartími pantaðrar vöru er mismunandi eftir því hvað þú hefur pantað og sendingaraðferðina sem þú hefur valið.. Áætlaður afhendingartími er tilgreindur í greiðsluferlinu, svo vertu áhyggjulaus þegar þú verslar.

Intelligence & Semantics Editorial Review

Engar ritstjórnarumsagnir fundust

Customer Reviews & Ratings

5.0

1 einkunnir viðskiptavina

5 stjarna

100%
4 stjarna

0%
3 stjarna

0%
2 stjarna

0%
1 stjarna

0%

Umsögn um þessa vöru

Deildu áliti þínu með öðrum viðskiptavinum

Kostir

Clear explanations of concepts
Comprehensive coverage of topics
Practical examples and exercises
Useful for beginners and experts
Well-organized structure

Gallar

Some advanced topics could be simplified.

Product Price History

Mikilvægar upplýsingar

Takmarkanir: Fyrir vörur sem eru sendar á alþjóðavettvangi, vinsamlegast hafðu í huga að framleiðendaábyrgð gæti ekki verið gild; þjónustuvalkostir framleiðanda eru hugsanlega ekki tiltækir; vöruhandbækur, leiðbeiningar og öryggisviðvaranir gætu ekki verið á tungumálum áfangalands; Vörurnar (og meðfylgjandi efni) gætu ekki vera hannaðar í samræmi við staðla, forskriftir og merkingarkröfur ákvörðunarlands; og vörurnar eru hugsanlega ekki í samræmi við spennu áfangastaðarlands og annarra rafstaðla (þarf að nota millistykki eða breytir ef við á). Viðtakandi ber ábyrgð á því að hægt sé að flytja vöruna inn á löglegan hátt til ákvörðunarlands. Þegar pantað er frá Ubuy eða samstarfsfélögum þess er viðtakandinn skráningaraðili og verður að fara að öllum lögum og reglum ákvörðunarlands.
Ekki eru allar vörur sem skráðar eru á Ubuy til sölu þar sem Ubuy er alþjóðleg leitarvél. Vörur eru háðar útflutnings-/viðskiptareglum.

ISK 10261

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

Eiginleikar og kostir

Comprehensive textbook on probability and statistics tailored for machine learning.
Covers basics, applications, and advanced topics in an accessible manner.
Includes over 200 worked examples to clarify key concepts.
Features exercises throughout chapters to reinforce learning.
Ideal for graduate students, researchers, and professionals in the field.
Bridges data with probabilistic models using maximum-likelihood estimation.

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.

Probability and Statistics for Machine Learning: A Textbook 2024th Edition

ISK 10261

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Upplýsingar um vöru

Who Should Buy?

VÖRULÝSING

Spurningar og svör viðskiptavina

Intelligence & Semantics Editorial Review

Customer Reviews & Ratings

Umsögn um þessa vöru

Kostir

Gallar

Product Price History

Mikilvægar upplýsingar

ISK 10261

Eiginleikar og kostir

Ubuy Assurance

Fast
Shipping

Free
Return^*