Tag: Tuning

Feedforward Control Analysis, Design, Tuning rules, and Implementation (De Gruyter Textbook)


Free Download Feedforward Control: Analysis, Design, Tuning rules, and Implementation (De Gruyter Textbook) by José Luis Guzmán, Tore Hägglund
English | July 1, 2024 | ISBN: 311142930X | MOBI | 10 Mb
While there are thousands of books written about feedback control, it is surprising that this is the very first book about feedforward control. Feedforward control is a very powerful technique to compensate for measurable load disturbances in regulation control problems, and the use of feedforward control to assist the traditional feedback controllers is rapidly increasing in industry. The main goal of this book is to describe the power of feedforward control and to present different tuning rules for these controllers. To achieve this goal, theoretical and practical contributions are presented throughout the book to make the technique understandable and easy to implement. The book contains many practical aspects, both in terms of tuning and implementation of the feedforward controller. Many simulation examples are also provided, as well as a presentation of industrial experiences obtained from feedforward control applied to temperature control in greenhouses. For these reasons, we believe that the book will be useful not only at various levels in the teaching systems, but also for engineers working in industry.

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Tuning the Snowflake Data Cloud Optimizing Your Data Platform to Minimize Cost and Maximize Performance


Free Download Tuning the Snowflake Data Cloud: Optimizing Your Data Platform to Minimize Cost and Maximize Performance by Andrew Carruthers
English | May 28, 2024 | ISBN: N/A | ASIN: B0D24KJB35 | 551 pages | MOBI | 11 Mb
Thisproject-oriented book presents a hands-on approach to identifying migration and performance issues with experience drawn from real-world examples. As you work through the book, you will develop skills, knowledge, and deep understanding of Snowflake tuning options and capabilities while preparing for later incorporation of additional Snowflake features as they become available. Your Snowflake platform will cost less to run and will improve your customer experience. Written by a seasoned Snowflake practitioner, this book is full of practical, hands-on guidance and advice specifically designed to further accelerate your Snowflake journey.

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Music and the Power of Sound The Influence of Tuning and Interval on Consciousness


Free Download Music and the Power of Sound: The Influence of Tuning and Interval on Consciousness By Alain Daniélou
1995 | 192 Pages | ISBN: 0892813369 | PDF | 5 MB
Music has always been esteemed for its power to speak directly to our higher consciousness, a power founded in the purity of simple harmonic ratios. In this book, Alain Danielou traces the development of musical scales and tuning from their origins in both China and India, through their merging in ancient Greece, and on to the development of the Western traditions of modal and polyphonic music. Understanding these potent harmonic relationships offers a way for today’s musicians to transcend the limitations of overly rationalistic music by drawing on its metaphysical roots.

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Fine-Tuning for LLMs from Beginner to Advanced

[[img]https://www.hostpic.org/images/2108190959550088.jpg[/img]
Free Download Fine-Tuning for LLMs from Beginner to Advanced
Released: 09/2024
Duration: 3h 25m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 525 MB
Level: Advanced | Genre: eLearning | Language: English
This course capitalizes on the latest advancements in Large Language Models (LLMs) like FLAN-T5, enabling professionals to harness these tools effectively in the rapidly-evolving AI landscape. Instructor Axel Sirota helps you establish a strong foundation in the basics of LLMs, exploring their architecture, evolution, and role in the current AI landscape. Delve into prompt engineering and learn how to craft effective prompts that guide LLM outputs for specific tasks. Then deep dive into transfer learning and PEFT fine-tuning using LoRA and find out how to adapt and optimize LLMs for varied NLP tasks. Each course section comprises live-action clips, slides, and demos, as well as real-world challenges covering prompt engineering, transfer learning, and fine-tuning techniques to enhance FLAN-T5’s capabilities. Plus, you’ll complete a final project focused on building an NLP solution encompassing sentiment analysis, text summarization, and question answering.

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Improving Retrieval with RAG Fine-tuning


Free Download Improving Retrieval with RAG Fine-tuning
Published 8/2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 75.50 MB | Duration: 20m 9s
Learn effective ways to adapt and optimize RAG models. This course will teach techniques for Fine-tuning RAG models using different methods, such as task-specific, domain adaptation, and multi-task fine-tuning.

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learning path – Effective Performance Tuning in SQL Server


Free Download learning path – Effective Performance Tuning in SQL Server
Published 2024
MP4 | Video: h264, 1920×1080 | Audio: AAC, 48 KHz
Language: English | Size: 425.77 MB | Duration: 2h 03m
This learning path equips learners with essential skills for optimizing SQL Server performance. It covers the basics of the Query Tuning Assistant, strategies for analyzing and improving query efficiency, and advanced optimization techniques.

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