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The Cloud Computing Book: The Future of Computing Explained
This latest textbook from bestselling author, Douglas E. Comer, is a class-tested book providing a comprehensive introduction to cloud computing. Focusing on concepts and principles, rather than commercial offerings by cloud providers and vendors, The Cloud Computing Book: The Future of Computing Explained gives readers a complete picture of the advantages and growth of cloud computing, cloud i…
- Edition
- 1st
- ISBN/ISSN
- 978-0367706807
- Collation
- 288
- Series Title
- -
- Call Number
- 4.6782
Data Visualization: A Practical Introduction
An accessible primer on how to create effective graphics from data This book provides students and researchers a hands-on introduction to the principles and practice of data visualization. It explains what makes some graphs succeed while others fail, how to make high-quality figures from data using powerful and reproducible methods, and how to think about data visualization in an honest and …
- Edition
- 1st
- ISBN/ISSN
- 978-0691181622
- Collation
- 296
- Series Title
- -
- Call Number
- 1.4226
Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Mana…
Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and …
- Edition
- 3rd
- ISBN/ISSN
- 978-0123814807
- Collation
- 744
- Series Title
- -
- Call Number
- 6.312
An Introduction to Statistical Learning: with Applications in Python (Springe…
An Introduction to Statistical Learning provides an accessible overview of the field of statistical learning, an essential toolset for making sense of the vast and complex data sets that have emerged in fields ranging from biology to finance, marketing, and astrophysics in the past twenty years. This book presents some of the most important modeling and prediction techniques, along with releva…
- Edition
- 3rd
- ISBN/ISSN
- 978-3031387463
- Collation
- 607
- Series Title
- -
- Call Number
- 519.5-006.312
Probability and Statistics for Computer Scientists
Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: "to present the mathematical analysis underlying probability results" Special emphases on simulation and discrete decision theory Mathematically-rich, but self-contained text, at a gentle pace Review of calculus and linear algebra in an appendix Mathematical interludes (…
- Edition
- 1st
- ISBN/ISSN
- 978-0471326724
- Collation
- 760
- Series Title
- -
- Call Number
- 519.5
Data Center Handbook: Plan, Design, Build, and Operations of a Smart Data Center
DATA CENTER HANDBOOK Written by 59 experts and reviewed by a seasoned technical advisory board, the Data Center Handbook is a thoroughly revised, one-stop resource that clearly explains the fundamentals, advanced technologies, and best practices used in planning, designing, building and operating a mission-critical, energy-efficient, sustainable data center. This handbook, in its second editio…
- Edition
- 2nd
- ISBN/ISSN
- ??978-1119597506
- Collation
- 752
- Series Title
- -
- Call Number
- 6.312
Build a Large Language Model (From Scratch)
Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up! In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You?ll go from the initial design and creation, to pretraining on a general corpus, and…
- Edition
- 1st
- ISBN/ISSN
- 978-1633437166
- Collation
- 368
- Series Title
- -
- Call Number
- 6.3
AI-Powered Business Intelligence: Improving Forecasts and Decision Making wit…
Use business intelligence to power corporate growth, increase efficiency, and improve corporate decision making. With this practical book featuring hands-on examples in Power BI with basic Python and R code, you'll explore the most relevant AI use cases for BI, including improved forecasting, automated classification, and AI-powered recommendations. And you'll learn how to draw insights from un…
- Edition
- 1st
- ISBN/ISSN
- 978-1098111472
- Collation
- 389
- Series Title
- -
- Call Number
- 6.3
Modern Computer Vision with PyTorch: A practical roadmap from deep learning f…
The definitive computer vision book is back, featuring the latest neural network architectures and an exploration of foundation and diffusion models Purchase of the print or Kindle book includes a free eBook in PDF format Key Features Understand the inner workings of various neural network architectures and their implementation, including image classification, object detection, segmentat…
- Edition
- 1st
- ISBN/ISSN
- 978-1803231334
- Collation
- 746
- Series Title
- -
- Call Number
- 6.32
Building LLM Powered Applications: Create intelligent apps and agents with la…
Get hands-on with GPT 3.5, GPT 4, LangChain, Llama 2, Falcon LLM and more, to build LLM-powered sophisticated AI applications Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader Free Key Features Embed LLMs into real-world applications Use LangChain to orchestrate LLMs and their components within applications Grasp basic and advanced techniques of prompt engineering Book D…
- Edition
- 1st
- ISBN/ISSN
- 978-1835462317
- Collation
- 342
- Series Title
- -
- Call Number
- 6.35
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