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Item #:
19102479
Julia 1.0 Programming Cookbook: Over 100 numerical and distributed computing recipes for your daily data science workflow
Item #:
19102479
CHF 43
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Przemyslaw Szufel and Bogumil Kaminski are experienced researchers with proven track records in the field of computational science and mathematical modeling for economic and business applications.
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What Stands Out
Comprehensive Recipes
Offers over 100 practical recipes tailored for numerical and distributed computing, making it an invaluable resource for data scientists tackling diverse challenges in their daily workflows.
Targeted Audience
Designed specifically for data scientists and Julia programmers, addressing their unique needs with clear examples and solutions to common programming challenges in data analysis.
Efficient Workflows
Facilitates streamlined data science workflows by providing efficient methodologies and techniques for parallel computing, enhancing productivity and speed in data processing tasks.
Product Details
- Authored by Przemyslaw Szufel, an Assistant Professor with a focus on distributed systems and large-scale simulations
- Co-authored by Bogumil Kaminski, an Associate Professor with expertise in operations research and computational social science
- Features over 100 numerical and distributed computing recipes for data science workflows
- Includes methods for execution of large-scale simulations and asynchronous algorithms for parallel computation
- Provides Open Source tools for high performance and numerical simulation
- Written by experts with extensive experience in advanced analytics solutions for industry and public administration
| Item Weight | 1.5 lbs (680 grams) |
Who Should Buy?
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Data Scientists
Offers practical recipes for efficient numerical computations essential for data analysis and visualization tasks in data science.
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Developers
Provides insights into Julia's syntax and capabilities, making it easier for developers transitioning from other programming languages.
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Researchers
Equips researchers with high-performance computing techniques and tools for advancing scientific computing and data analysis projects.
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Beginners
Beginners may struggle with the advanced concepts covered in the cookbook without prior programming or data science knowledge.
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Occasional Users
Infrequent users may find the book overwhelming as it focuses on extensive recipes rather than simple, quick solutions.
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General Programmers
General programmers not working with data science may not benefit from Julia's specific applications in numerical and distributed computing.
Product Description
Julia 1.0 Programming Cookbook: Over 100 numerical and distributed computing recipes for your daily data science workflow
About This Item
The Julia 1.0 Programming Cookbook is the perfect companion for data science enthusiasts and programmers alike. Packed with over 100 recipes, this cookbook serves as a comprehensive guide to utilizing the Julia programming language for numerical and distributed computing in your daily data science workflow. Whether you are a beginner or an experienced programmer looking to expand your skill set, this cookbook has something for everyone. With its clear and concise explanations, you will quickly grasp the fundamental concepts of Julia programming and become proficient in implementing numerical and distributed computing tasks. Unlock the power of Julia's high-level syntax and extensive libraries as you explore various topics such as data manipulation, statistical analysis, machine learning, and more.
Each recipe is carefully crafted to address common challenges faced by data scientists, ensuring that you have the tools you need to tackle real-world problems. What sets this cookbook apart is its focus on efficiency and scalability. With Julia, you can harness the full potential of your hardware, making it an ideal choice for computationally intensive tasks. The distributed computing recipes offered in this cookbook will guide you in leveraging Julia's parallel computing capabilities to maximize performance and speed up data processing. Whether you want to perform complex numerical calculations, analyze large datasets, or build advanced machine learning models, the Julia 1.0 Programming Cookbook is your go-to resource.
Let this cookbook be your guide as you unlock the full potential of Julia and revolutionize your data science workflow. Take your data science skills to the next level with the Julia 1.0 Programming Cookbook. Start exploring the world of Julia programming, and empower yourself to tackle even the most challenging data science projects.
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Customer Questions & Answers
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Question:
What is the field of research of Przemyslaw Szufel and Bogumil Kaminski?
Answer: They are focused on computational science and mathematical modeling for economic and business applications. -
Question:
What is the experience level of the authors?
Answer: Both authors are experienced researchers with proven track records in the field. -
Question:
What is the involvement of the authors in open source development?
Answer: They are committed to open source development and have contributed to several open source tools for high performance and numerical simulation.
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CHF 43
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Features & Benefits
- Authors are experienced researchers
- Proven track records in computational science and mathematical modeling
- Expertise in economic and business applications
- Active contributors to research community
- Committed to open source development
- Contribute to academic journals as editors and reviewers