What are the primary applications of machine learning covered in this book?

This book delves into machine learning applications specifically within healthcare, retail, and finance. In healthcare, you'll discover how machine learning is utilized for predictive analytics in patient care and diagnosis. The retail section focuses on customer behavior analysis and inventory optimization using data-driven insights. Lastly, finance applications cover risk assessment and fraud detection, showcasing real-world scenarios. By exploring these diverse fields, the book illustrates the transformative impact of machine learning on industry-specific challenges.

Who is the target audience for this book?

The primary audience for 'Machine Learning Applications Using Python' includes data scientists, machine learning enthusiasts, and professionals seeking to deepen their understanding of machine learning in various sectors. It's also suitable for students pursuing studies in data science, computer science, or related fields. By providing case studies from real-world applications, the book serves as a practical resource for anyone looking to apply machine learning concepts to tackle specific challenges in their industry.

Is prior programming knowledge in Python required to understand this book?

While a basic familiarity with Python programming is beneficial, the book is designed to be accessible for readers with varying levels of experience. It introduces essential Python concepts alongside machine learning techniques, ensuring even those with limited programming skills can follow along. For those who are new to Python, supplementary online tutorials or introductory courses are recommended to build a solid foundation, which will enhance the experience while reading the case studies.

What types of case studies can I expect to find in this book?

The book presents a rich selection of case studies across three primary sectors: healthcare, retail, and finance. In healthcare, case studies may include predicting patient outcomes and optimizing resource allocation. The retail segment could explore customer segmentation and demand forecasting, showcasing practical algorithms in action. Meanwhile, finance case studies often address credit scoring models and risk management strategies. These real-world examples illustrate how machine learning can be effectively implemented to solve pertinent industry challenges.

How does this book structure its content for ease of learning?

The book employs a structured approach, beginning with foundational machine learning concepts before progressing to advanced applications specific to healthcare, retail, and finance. Each chapter typically includes theoretical explanations, followed by practical coding examples and hands-on case studies. This layout facilitates a gradual learning curve, where readers can first grasp conceptual frameworks and then observe their application through Python coding, making complex material more approachable and relatable.

Are there any tools or libraries highlighted in the book for machine learning?

Yes, the book highlights popular Python libraries such as NumPy, pandas, and scikit-learn, which are essential for data processing and machine learning implementation. Additionally, it discusses visualization tools like Matplotlib and Seaborn, which aid in data analysis and presentation. By utilizing these libraries, readers can effectively handle data, implement machine learning algorithms, and visualize results, equipping them with practical skills for real-world applications.

Can this book help me prepare for a career in data science or machine learning?

Absolutely! This book serves as a valuable resource for those aspiring to build a career in data science or machine learning. It not only teaches theoretical concepts but also emphasizes practical applications through various case studies. By engaging with the material, readers can develop a solid understanding of machine learning principles while accumulating hands-on experience in Python coding, which is a critical skill sought by employers in the data science field.

What programming concepts will this book help me improve?

This book will enhance your understanding of various programming concepts including data manipulation, algorithm implementation, and model evaluation techniques using Python. As you work through each case study, you'll encounter programming practices such as function creation, data visualization, and employing machine learning libraries. By applying these concepts, you'll develop problem-solving skills and programming proficiency, which are crucial for effectively utilizing machine learning in real-world scenarios.

How can I effectively apply the techniques learned in this book to my own projects?

To apply the techniques learned in this book to your own projects, start by selecting a relevant dataset that aligns with your specific business problem or interest area. Utilize the case studies as a reference to design your approach, adjusting algorithms and models to fit your data characteristics. Implementing the provided Python code examples will guide you in building your own efficient solutions. With practice and experimentation, you will refine your skills and adapt machine learning techniques to meet unique project needs.

Quanto tempo ci vuole per ottenere il prodotto dopo aver effettuato l'ordine?

I tempi di consegna del prodotto ordinato variano in base a ciò che hai ordinato e al metodo di spedizione che hai scelto.. Il tempo di consegna stimato viene menzionato durante il processo di pagamento, quindi sii spensierato durante lo shopping.

Visualizza originale

Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance

Gain practical skills in machine learning for finance, healthcare, and retail through hands-on case studies and real-world applications.

Articolo #: 165979799

Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance

Q: Where can I buy Machine Learning Applications Using Python: Case Studies from Healthcare, Retail, and Finance First Edition?

You can purchase 'Machine Learning Applications Using Python: Case Studies from Healthcare, Retail, and Finance First Edition' at Ubuy. Ubuy offers a user-friendly platform with a variety of books related to machine learning and data science, ensuring that you can easily find and acquire the title you need. Ubuy also provides worldwide access, making it a convenient option for anyone looking to enhance their knowledge in the field of machine learning.

77% degli intervistati lo consiglierebbe a un amico

Articolo #: 165979799

€ 73

Dettagli del prezzo

Escluse spese di spedizione e doganali ( Le spese di spedizione e doganali saranno calcolate al momento del pagamento )

^{*Tutti gli articoli verranno importati da Stati Uniti}

Disponibilità : Disponibile

Importato dal negozio USA

Qtà:

Ordina subito e ricevilo entro Mercoledì, Ottobre 14

Transazione sicura

I nostri principali partner logistici

Gain practical skills in machine learning for finance, healthcare, and retail through hands-on case studies and real-world applications.

Garanzia U-Care:

Nessuna

Seleziona un piano

Consegna
veloce

Reso
gratuito^*

Imballaggio sicuro

Prodotti originali al 100%

Conformità PCI DSS

Certificazione ISO 27001

Note: Step Down Voltage Transformer required for using electronics products of Stati Uniti store (110-120). Recommended power converters Acquista ora.

Cosa salta all'occhio

Diverse Case Studies

This book offers practical machine learning applications across healthcare, retail, and finance, providing readers with real-world examples that enhance understanding and application of concepts.

Python Focused

Utilizing Python as the main programming language, it equips readers with essential coding skills and techniques, making complex machine learning processes more accessible for professionals and learners alike.

Interdisciplinary Insights

By bridging multiple sectors, this book encourages innovative thinking and cross-industry applications, helping practitioners apply machine learning principles to various challenges in different fields effectively.

Dettagli del prodotto

Publisher	Apress
Publication date	December 13, 2018
Edition	First Edition
Language	English
Print length	397 pages
ISBN-10	1484237862
ISBN-13	978-1484237861
Item Weight	1.55 pounds (700 grams)
Dimensions	7.01 x 0.91 x 10 inches (17.8 x 2.3 x 25.4 cm)

A chi è consigliato?

Data Scientists
Ideal for data scientists looking for practical machine learning applications in diverse industries like healthcare and finance.
Students
Beneficial for students studying machine learning who need real-life case studies to enhance their learning experience.
Industry Professionals
Useful for professionals in healthcare, retail, or finance seeking to apply machine learning techniques in their work.

Absolute Beginners
Not suitable for beginners with no prior knowledge of machine learning or Python programming concepts.

DESCRIZIONE DEL PRODOTTO

Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance

Hai qualche domanda? chatta con noi

Domande e risposte dei clienti

Domanda: Come acquistare Machine Learning Applications Using Python: Cases online da Ubuy?

Risposta: È facile acquistare Machine Learning Applications Using Python: Cases online da Ubuy.. Devi solo cercare il prodotto, scegliere il metodo di spedizione durante il check-out e farlo consegnare alla tua posizione.
Domanda: Machine Learning Applications Using Python: Cases è disponibile per gli acquisti online in San Marino?

Risposta: Sì, su Ubuy San Marino questo prodotto è disponibile per gli acquisti a un prezzo ragionevole.. Il Machine Learning Applications Using Python: Cases non è disponibile localmente ma puoi fidarti di noi con i nostri servizi di spedizione espressa.
Domanda: Quanto tempo ci vuole per ottenere il prodotto dopo aver effettuato l'ordine?

Risposta: I tempi di consegna del prodotto ordinato variano in base a ciò che hai ordinato e al metodo di spedizione che hai scelto.. Il tempo di consegna stimato viene menzionato durante il processo di pagamento, quindi sii spensierato durante lo shopping.

Intelligence & Semantics Editorial Review

Machine Learning Applications Using Python: Case Studies from Healthcare, Retail, and Finance offers a deep dive into practical scenarios showcasing machine learning's impact across various industries. Published by Apress in December 2018, this first edition spans 397 pages and is designed for both aspiring and experienced data scientists. The case studies prominently feature applications in healthcare, retail, and finance, allowing readers to appreciate the versatility of Python in solving real-world problems. As noted by readers, the clarity and structure of text help demystify complex concepts, making it approachable for those seeking to enhance their machine learning skills.

Recensioni e valutazioni dei clienti

5.0

1 valutazioni dei clienti

5 stella

100%
4 stella

0%
3 stella

0%
2 stella

0%
1 stella

0%

Recensisci questo prodotto

Condividi le tue impressioni con altri clienti

Vantaggi

In-depth case studies from diverse industries
Clear and structured explanations
Suitable for beginners and experienced users
Focus on real-world applications of machine learning
Well-organized chapters that enhance learning

Contro

Some concepts may require prior knowledge of Python

Cronologia dei prezzi del prodotto

Informazioni importanti

Limitazioni: per i prodotti spediti a livello internazionale, si prega di notare che ogni garanzia del produttore potrebbe non essere valida, le opzioni di assistenza del produttore potrebbero non essere disponibili, i manuali del prodotto, le istruzioni e gli avvisi di sicurezza potrebbero non essere nella lingua del paese di destinazione. I prodotti (e i materiali di accompagnamento) potrebbero non essere progettati in conformità con gli standard, le specifiche e i requisiti di etichettatura del paese di destinazione e i prodotti potrebbero non essere conformi alla tensione di rete del paese di destinazione e ad altri standard elettrici (richiedendo l'uso di un adattatore o di un trasformatore, se necessario). Il destinatario è responsabile di assicurare che il prodotto possa essere legalmente importato nel paese di destinazione. Quando si ordina da Ubuy o dai suoi affiliati, il destinatario è l'importatore registrato ed è tenuto a rispettare tutte le leggi e i regolamenti del paese di destinazione.
Non tutti i prodotti elencati su Ubuy sono in vendita, poiché Ubuy è un motore di ricerca globale. I prodotti sono soggetti a regolamenti di esportazione/commercio.

€ 73

Ordina subito e ricevilo entro Mercoledì, Ottobre 14

Qtà:

Transazione sicura

Conforme allo standard PCI DSS e certificato ISO 27001:2022, con pagamenti crittografati e piena protezione dell'acquirente su ogni ordine.

I nostri principali partner logistici

Consegna transfrontaliera più rapida

Caratteristiche e benefici

Learn practical machine learning skills applicable to finance, healthcare, and retail.
Engage with hands-on case studies showcasing real-world examples.
Understand key technological advancements in each domain.
Avoid common pitfalls in implementing machine learning solutions.
Build Python machine learning examples tailored to specific industries.
Ideal for data scientists and machine learning professionals looking to enhance their expertise.

Garanzia Ubuy

Vivi un'esperienza di shopping senza pensieri con prodotti 100% originali, sicurezza dei pagamenti conforme allo standard PCI DSS, protezione dei dati certificata ISO 27001, la consegna internazionale più rapida, resi gratuiti, e imballaggio sicuro su ogni ordine.*

Machine Learning Applications Using Python: Cases Studies from Healthcare, Retail, and Finance

€ 73

Consegna veloce

Reso gratuito*

Imballaggio sicuro

Prodotti originali al 100%

Conformità PCI DSS

Certificazione ISO 27001

Cosa salta all'occhio

Dettagli del prodotto

A chi è consigliato?

DESCRIZIONE DEL PRODOTTO

Domande e risposte dei clienti

Intelligence & Semantics Editorial Review

Recensioni e valutazioni dei clienti

Recensisci questo prodotto

Vantaggi

Contro

Cronologia dei prezzi del prodotto

Informazioni importanti

€ 73

Caratteristiche e benefici

Garanzia Ubuy

Consegna
veloce

Reso
gratuito^*