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Generative AI with Python and PyTorch Navigating the AI frontier with LLMs, …
Become an expert in Generative AI through immersive, hands-on projects that leverage today?s most powerful models for Natural Language Processing (NLP) and computer vision. Generative AI with Python and PyTorch is your end-to-end guide to creating advanced AI applications, made easy by Raghav Bali, a seasoned data scientist with multiple patents in AI, and Joseph Babcock, a PhD and machine lear…
- Edition
- 2nd
- ISBN/ISSN
- 978-1835884447
- Collation
- 450
- Series Title
- -
- Call Number
- 6.312
Mathematical Foundations of Data Science (Texts in Computer Science)
This textbook aims to point out the most important principles of data analysis from the mathematical point of view. Specifically, it selected these questions for exploring: Which are the principles necessary to understand the implications of an application, and which are necessary to understand the conditions for the success of methods used? Theory is presented only to the degree necessary to a…
- Edition
- 3rd
- ISBN/ISSN
- 978-3031190735
- Collation
- 226
- Series Title
- -
- Call Number
- 6.312
Artificial Intelligence with Python: Your complete guide to building intellig…
Artificial Intelligence with Python, Second Edition is an updated and expanded version of the bestselling guide to artificial intelligence using the latest version of Python 3.x and TensorFlow 2. Not only does it provide you an introduction to artificial intelligence, this new edition goes further by giving you the tools you need to explore the amazing world of intelligent apps and create your …
- Edition
- 2nd
- ISBN/ISSN
- 978-1839219535
- Collation
- 618
- Series Title
- -
- Call Number
- 6.3
Generative AI with LangChain: Build large language model (LLM) apps with Pyth…
ChatGPT and the GPT models by OpenAI have brought about a revolution not only in how we write and research but also in how we can process information. This book discusses the functioning, capabilities, and limitations of LLMs underlying chat systems, including ChatGPT and Gemini. It demonstrates, in a series of practical examples, how to use the LangChain framework to build production-ready and…
- Edition
- 1st
- ISBN/ISSN
- 978-1835083468
- Collation
- 376
- Series Title
- -
- Call Number
- 6.312
Computer Vision: Algorithms and Applications (Texts in Computer Science)
Computer Vision: Algorithms and Applications explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own persona…
- Edition
- 1st
- ISBN/ISSN
- 978-1848829343
- Collation
- 832
- Series Title
- -
- Call Number
- 6.37
Data Mining: Concepts and Techniques (The Morgan Kaufmann Series in Data Mana…
Data Mining: Concepts and Techniques, Fourth Edition introduces concepts, principles, and methods for mining patterns, knowledge, and models from various kinds of data for diverse applications. Specifically, it delves into the processes for uncovering patterns and knowledge from massive collections of data, known as knowledge discovery from data, or KDD. It focuses on the feasibility, usefulnes…
- Edition
- 4th
- ISBN/ISSN
- 978-0128117606
- Collation
- 752
- Series Title
- -
- Call Number
- 6.312
Artificial Intelligence: Foundations of Computational Agents
Artificial intelligence, including machine learning, has emerged as a transformational science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents presents AI using a coherent framework to study the design of intelligent computational agents. By showing how the basic approaches fit into a multidimensional design space, readers learn the fundamentals without …
- Edition
- 2nd
- ISBN/ISSN
- 978-1107195394
- Collation
- 820
- Series Title
- -
- Call Number
- 6.3
Designing Machine Learning Systems: An Iterative Process for Production-Ready…
on 3 select item(s) Shop items Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and…
- Edition
- 1st
- ISBN/ISSN
- 978-1098107963
- Collation
- 386
- Series Title
- -
- Call Number
- 6.31
Data Science and Big Data Analytics: Discovering, Analyzing, Visualizing and …
Data Science and Big Data Analytics is about harnessing the power of data for new insights. The book covers the breadth of activities and methods and tools that Data Scientists use. The content focuses on concepts, principles and practical applications that are applicable to any industry and technology environment, and the learning is supported and explained with examples that you can replicate…
- Edition
- 1st
- ISBN/ISSN
- 978-1118876138
- Collation
- 432
- Series Title
- -
- Call Number
- 6.312
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
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