Ultimate Parallel and Distributed Computing with Julia For Data Science: Excel in Data Analysis, Statistical Modeling and Machine Learning by ... Programming — Parallel Systems Path)
Language: English
Published by Orange Education Pvt Ltd, 2024
Series: Book 1 of 2 - High Performance Programming — Parallel Systems Path
- Softcover
- New
Seller: Ria Christie Collections, Uxbridge, United KingdomRia Christie Collections
AbeBooks seller since March 25, 2015
Condition: New
US$ 50.66
Quantity: Over 20 available
Add to basketItem description from seller
In English.
Seller Inventory # ria9789391246860_new
- Title
- Ultimate Parallel and Distributed Computing with Julia For Data Science: Excel in Data Analysis, Statistical Modeling and Machine Learning by ... Programming — Parallel Systems Path)
- Author
- Dash, Nabanita; AVA, Orange
- Publisher
- Orange Education Pvt Ltd
- Publication year
- 2024
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 9391246869
- ISBN 13
- 9789391246860
- Item weight
- 949 grams
- Series
- Book 1 of 2: High Performance Programming — Parallel Systems Path
Are you ready to supercharge your data science skills with blazing-fast parallel computing with Julia and efficient distributed computing tools for real-world analytics? Ultimate Parallel and Distributed Computing with Julia For Data Science is your in-depth, hands-on guide for mastering scalable data solutions, workflow optimization, and advanced data visualization using Julia language.
Book Description
This book takes you through a step-by-step learning journey, starting with the essentials of Julia's syntax, variables, and functions. You'll unlock the power of efficient data handling by leveraging Julia arrays and DataFrames.jl for insightful analysis. Develop expertise in both basic and advanced statistical models, providing a robust toolkit for deriving meaningful data-driven insights. The journey continues with machine learning proficiency, where you'll implement algorithms confidently using MLJ.jl and MLBase.jl, paving the way for advanced data-driven solutions. Explore the realm of Bayesian inference skills through practical applications using Turing.jl, enhancing your ability to extract valuable insights. The book also introduces crucial Julia packages such as Plots.jl for visualizing data and results.
The handbook culminates in optimizing workflows with Julia's parallel and distributed computing capabilities, ensuring efficient and scalable data processing using Distributions.jl, Distributed.jl and SharedArrays.jl. This comprehensive guide equips you with the knowledge and practical insights needed to excel in the dynamic field of data science and machine learning.
What You'll Learn Inside:
- Step-by-step distributed computing Julia guide for scalable data science solutions
- Practical tutorials on parallel computing books with Julia arrays and high-performance workflow strategies
- How to build effective data analytics and visualization pipelines using Julia language and DataFrames.jl
- Comprehensive coverage of statistical modeling, bayesian inference and statistics, and machine learning in Julia for transformative business intelligence
- Real-world machine learning with Julia projects using MLJ.jl and MLBase.jl for scalable analytics
- BA hands-on approach to workflow optimization with sharedarrays Julia programming
- Complete strategies for business intelligence Julia and applied statistics with Julia for practical data science applications
- Optimization for data pipelines and scientific computing with Julia for advanced analytics
Who is This Book For?
- Data scientists and data analysts looking to scale analytics with parallel computing Julia
- Researchers and developers using distributed computing Julia for scientific computing and business intelligence
- Learners and professionals seeking hands-on experience in bayesian modeling Julia and workflow development
- Anyone interested in building robust real-world data pipelines with Julia for applied statistics and machine learning
Table of Contents
1. Julia In Data Science Arena
2. Getting Started with Julia
3. Features Assisting Scaling ML Projects
4. Data Structures in Julia
5. Working With Datasets In Julia
6. Basics of Statistics
7. Probability Data Distributions
8. Framing Data in Julia
9. Working on Data in DataFrames
10. Visualizing Data in Julia
11. Introducing Machine Learning in Julia
12. Data and Models
13. Bayesian Statistics and Modeling
14. Parallel Computation in Julia
15. Distributed Computation in Julia
Index
"Synopsis" may belong to another edition of this title.
Ria Christie Collections
Uxbridge, United Kingdom
AbeBooks seller since March 25, 2015
Shipping rates from United Kingdom to U.S.A.
| Item | 6 to 12 business days | 6 to 12 business days |
|---|---|---|
| First item | US$ 15.12 | US$ 17.40 |
Payment methods
Store description
Hello! Ria Christie Collections is an online venture that was initially set up in 2012 to sell books. We do not have a physical high street store. We are professional online booksellers. We only sell brand new books in perfect condition that we source from various suppliers and the publishers. Primarily, our aim is to provide an excellent service to all our customers. We always work as a team to achieve this. Our other objectives are to: 1. Ensure that all our products reach their destination quickly in a safe and secure manner 2. Answer to all our customer queries within 24 hours 3. Ensure that our customers are happy with their purchases 4. Provide all the items at a competitive price 5. Always listen to our customers Ria Christie Collections is not a registered company. It is a Sole Trader venture. Other key information is shown below: Contact Person Name: Rakesh Luchmun (Mr) Storefront Name: Ria Christie Collections Place of Establishment Address: Suite B; ARUN House; ARUN Building Arundel Road Uxbridge UB8 2RR United Kingdom E-Mail Address: riachristie@hotmail.co.uk VAT Number: GB 160 5650 25 We always work hard and aim to comply with all of Abebooks Policies. If you have any issues, please do not hesitate to write to us whether before or after a purchase. We promise to reply to you promptly and, in any case, within 24 hours. Thank you kindly! Yours sincerely Mr Rakesh Luchmun (Founder) and the Ria Christie Collections Team…
Specialty
Educational books, Textbooks, Fiction, Non- fictionSeller's business information
Ryefield Investments Limited
175 Pield Heath Road
Uxbridge, United Kingdom UB8 3NL
Terms of sale
All Returns and Refund are as per Abebooks policies.
Shipping terms
Orders usually ship within 2 business days. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required. Thank you!