What is the primary focus of 'Modern Data Mining Algorithms in C++ and CUDA C'?

The book primarily focuses on advanced data mining techniques using C++ and CUDA C to optimize feature extraction and selection algorithms. It delves into recent developments in these areas, detailing how they can efficiently handle large datasets. This is particularly beneficial for data scientists and developers who require robust solutions for high-performance data analysis and machine learning tasks, especially in environments that demand quick processing and iterative computations.

Who is the target audience for this book?

The target audience for this book includes data scientists, software engineers, and researchers in the field of data mining and machine learning. It is designed for professionals who have a fundamental understanding of programming in C++ and CUDA C and wish to apply these skills to data science problems. The book serves as a comprehensive resource for those seeking practical insights and cutting-edge techniques for feature extraction and selection, crucial for developing effective models.

What programming languages are emphasized in the book?

The book emphasizes C++ and CUDA C as the primary programming languages for implementing modern data mining algorithms. C++ provides a powerful foundation for system-level programming and performance optimization, while CUDA C offers parallel computing capabilities that significantly enhance data processing speed by enabling developers to run algorithms on NVIDIA GPUs. This combination is essential for handling large-scale data efficiently in real-time applications.

Are there any practical examples included in this book?

Yes, the book includes a variety of practical examples that illustrate the implementation of data mining algorithms using C++ and CUDA C. These examples demonstrate real-world applications in feature extraction and selection, allowing readers to understand how to apply theoretical concepts into practice. This hands-on approach helps bridge the gap between theory and application, making it easier to grasp complex algorithms and facilitate their usage in actual data science projects.

How does CUDA C enhance data mining capabilities?

CUDA C enhances data mining capabilities by allowing developers to leverage the parallel processing power of NVIDIA GPUs. This is especially beneficial for executing large-scale data mining tasks more quickly compared to traditional CPU processing. By employing CUDA C, algorithms can efficiently perform operations on large datasets, making it ideal for tasks involving deep learning, where processing speed and efficiency are paramount for model training and evaluation.

What are some key topics covered in the book?

Key topics covered in the book include advanced feature extraction methods, selection algorithms, and implementations of machine learning techniques in C++ and CUDA C. The discussions also extend to scalability challenges in data science and solutions through algorithm optimization and parallel computing. By focusing on recent developments, the book ensures that readers are well-equipped with current trends and techniques in the evolving field of data mining.

Can beginners benefit from this book?

While the book is primarily aimed at individuals with a foundational knowledge of C++ and CUDA C, motivated beginners can also benefit from it. Readers are encouraged to familiarize themselves with the basic concepts of programming and data mining. The clear explanations and structured approach in the book facilitate understanding, making it a valuable resource for beginners seeking to advance their expertise in data mining and its applications in data science.

How does feature extraction improve data analysis?

Feature extraction improves data analysis by transforming raw data into a structured format that highlights relevant information, minimizing noise, and reducing dimensionality. This process enhances the performance of machine learning algorithms by providing them with essential features that enable better decision-making. Effective feature extraction leads to more accurate predictive models and insights, particularly in complex datasets, making it a fundamental aspect of successful data science endeavors.

What advancements in data mining does this book discuss?

The book discusses significant advancements in data mining, particularly focusing on the latest algorithms for feature extraction and selection. It places a strong emphasis on methodologies developed for high-performance computing, utilizing C++ and CUDA C to maximize efficiency and scalability. These advancements enable data scientists to tackle increasingly complex data challenges and extract valuable insights more effectively, promoting innovation in the field of data science.

Where can I buy 'Modern Data Mining Algorithms in C++ and CUDA C'?

You can purchase 'Modern Data Mining Algorithms in C++ and CUDA C' on Ubuy, which is a reliable e-commerce platform in UAE. Ubuy offers a wide selection of books, including this specialized title, ensuring you can easily obtain the resources you need for your data science journey. Whether you are looking to enhance your programming skills or dive deeper into data mining algorithms, Ubuy is your go-to destination.

How to Shop Modern Data Mining Algorithms in C++ and CUDA C: Online From Ubuy?

It’s easy to shop Modern Data Mining Algorithms in C++ and CUDA C: online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.

Is Modern Data Mining Algorithms in C++ and CUDA C: Available to Shop Online in UAE?

Yes, at Ubuy UAE this product is available for you to shop at a reasonable price. The Modern Data Mining Algorithms in C++ and CUDA C: is not available locally but you can trust us with our express shipping services.

How Long Does It Take to Get Product After Placing the Order?

The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

Modern Data Mining Algorithms in C++ and CUDA C: Recent Developments in Feature Extraction and Selection Algorithms for Data Science

Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates or extracting useful features from measured variables.

Item #: 47709520

Modern Data Mining Algorithms in C++ and CUDA C: Recent Developments in Feature Extraction and Selection Algorithms for Data Science

88% of respondents would recommend this to a friend

Item #: 47709520

AED 250

Price Details

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

^{*All items will import from US}

Availability : In stock

Imported from USA store

QTY:

Order now and get it around Thursday, October 15

Secured transaction

Our Top Logistics Partners

Discover a variety of data-mining algorithms that are useful for selecting small sets of important features from among unwieldy masses of candidates or extracting useful features from measured variables.

U-Care Warranty:

None

Select a Plan

Buy Now Pay Later

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 US store (110-120). Recommended power converters Buy Now.

What Stands Out

Comprehensive Coverage

Offers in-depth exploration of modern data mining algorithms, enhancing the reader's understanding of feature extraction and selection tailored for data science applications.

C++ and CUDA Integration

Integrates C++ and CUDA C for accelerated performance, allowing developers to leverage powerful parallel computing for efficient data processing and algorithm execution.

Recent Developments

Focuses on the latest advancements in data mining techniques, equipping readers with up-to-date knowledge crucial for tackling contemporary challenges in data science.

Product Details

Publisher	Apress
Publication date	June 6, 2020
Edition	First Edition
Language	English
Print length	237 pages
ISBN-10	1484259874
ISBN-13	978-1484259870
Item Weight	15.2 ounces (430.92 grams)
Dimensions	7.01 x 0.55 x 10 inches (17.8 x 1.4 x 25.4 cm)

Who Should Buy?

Data Scientists
Ideal for data scientists seeking to implement advanced mining algorithms using C++ and CUDA for performance improvements.
C++ Developers
C++ developers looking to expand their knowledge on data mining algorithms and their practical applications in data science.
Academics Researchers
Researchers in academia who require a deeper understanding of feature extraction and selection algorithms for their studies.

Beginners
Not suitable for beginners in programming or data mining, as it assumes a high level of prior knowledge.

Product Description

Modern Data Mining Algorithms in C++ and CUDA C: Recent Developments in Feature Extraction and Selection Algorithms for Data Science

Have any Query? Chat with us

Customer Questions & Answers

Question: How to Shop Modern Data Mining Algorithms in C++ and CUDA C: Online From Ubuy?

Answer: It’s easy to shop Modern Data Mining Algorithms in C++ and CUDA C: online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location.
Question: Is Modern Data Mining Algorithms in C++ and CUDA C: Available to Shop Online in UAE?

Answer: Yes, at Ubuy UAE this product is available for you to shop at a reasonable price. The Modern Data Mining Algorithms in C++ and CUDA C: is not available locally but you can trust us with our express shipping services.
Question: How Long Does It Take to Get Product After Placing the Order?

Answer: The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.

Probability & Statistics Editorial Review

No editorial reviews found

Customer Reviews & Ratings

5.0

1 customers ratings

5 Star

100%
4 Star

0%
3 Star

0%
2 Star

0%
1 Star

0%

Review this product

Share your thoughts with other customers

Product Price History

Important information

Limitations : For products shipped internationally, please note that any manufacturer warranty may not be valid; manufacturer service options may not be available; product manuals, instructions, and safety warnings may not be in destination country languages; the products (and accompanying materials) may not be designed in accordance with destination country standards, specifications, and labeling requirements; and the products may not conform to destination country voltage and other electrical standards (requiring use of an adapter or converter if appropriate). The recipient is responsible for assuring that the product can be lawfully imported to the destination country. When ordering from Ubuy or its affiliates, the recipient is the importer of record and must comply with all laws and regulations of the destination country.
Not all the products listed on Ubuy are for sale, as Ubuy is a global search engine. Products are subject to export/trade regulations.

AED 250

Order now and get it around Thursday, October 15

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

Features & Benefits

Learn techniques like forward selection component analysis.
Combine principal component analysis with stepwise selection.
Identify features with predictive power over specific feature subsets.
Understand hidden Markov models for feature and target distributions.
Improve traditional stepwise selection methods.
Convert nominal variables for model input.

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.

Modern Data Mining Algorithms in C++ and CUDA C: Recent Developments in Feature Extraction and Selection Algorithms for Data Science

AED 250

Buy Now Pay Later

Fast Shipping

Free Return*

Secure Packaging

100% Original Products

PCI DSS Compliance

ISO 27001 Certified

What Stands Out

Product Details

Who Should Buy?

Product Description

Customer Questions & Answers

Probability & Statistics Editorial Review

Customer Reviews & Ratings

Review this product

Product Price History

Important information

AED 250

Features & Benefits

Ubuy Assurance

Fast
Shipping

Free
Return^*