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Tag: Efficient
Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networks
Price: $42.27
(as of Dec 24,2024 16:27:45 UTC – Details)
Publisher : Packt Publishing (June 12, 2020)
Language : English
Paperback : 364 pages
ISBN-10 : 1838647295
ISBN-13 : 978-1838647292
Item Weight : 1.41 pounds
Dimensions : 9.25 x 7.52 x 0.76 inchesCustomers say
Customers have mixed reviews about the book. Some find it a great value for money, saying it does a good job of explaining different fields and simplifying concepts to make them intuitive. Others mention that the writing quality is poor with typos that make it harder to read.
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Hands-On Mathematics for Deep Learning: Build a solid mathematical foundation for training efficient deep neural networksDeep learning has become an essential tool in the field of artificial intelligence, enabling machines to learn from data and make decisions without human intervention. However, in order to effectively train deep neural networks, a strong understanding of mathematical concepts is crucial.
In this post, we will explore the importance of hands-on mathematics in deep learning and how building a solid mathematical foundation can help you train more efficient and accurate neural networks.
1. Linear Algebra: Linear algebra is a fundamental mathematical concept in deep learning, as it provides the foundation for understanding how data is processed and manipulated within neural networks. Concepts such as matrix multiplication, vector spaces, and eigenvalues play a crucial role in designing and training deep neural networks.
2. Calculus: Calculus is another important mathematical concept in deep learning, as it helps us understand how neural networks learn and adapt over time. Concepts such as derivatives, gradients, and optimization algorithms are essential for training efficient deep neural networks.
3. Probability and Statistics: Probability and statistics are vital in deep learning for understanding uncertainty, making predictions, and evaluating the performance of neural networks. Concepts such as probability distributions, hypothesis testing, and regression analysis play a crucial role in building accurate and reliable deep learning models.
By building a solid mathematical foundation through hands-on practice and exploration, you can better understand the inner workings of deep neural networks and train more efficient and accurate models. So, roll up your sleeves and dive into the world of mathematics for deep learning – your neural networks will thank you for it!
#HandsOn #Mathematics #Deep #Learning #Build #solid #mathematical #foundation #training #efficient #deep #neural #networksModel Optimization Methods for Efficient and Edge AI: Federated Learning Architectures, Frameworks and Applications
Price: $4.99
(as of Dec 24,2024 12:04:18 UTC – Details)
ASIN : B0DN34KH7Y
Publisher : Wiley-IEEE Press; 1st edition (November 13, 2024)
Publication date : November 13, 2024
Language : English
File size : 31042 KB
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 398 pages
Page numbers source ISBN : 1394219210
In the rapidly evolving field of artificial intelligence, model optimization is crucial for improving the efficiency and performance of AI models, especially in edge computing scenarios where resources are limited. One promising approach to model optimization is federated learning, which allows AI models to be trained across multiple decentralized devices without the need to transfer raw data to a central server.In this post, we will explore the various methods and techniques for optimizing AI models using federated learning architectures, frameworks, and applications. We will discuss the benefits and challenges of federated learning, as well as the different frameworks and tools available for implementing federated learning in edge AI scenarios.
We will also highlight some real-world applications of federated learning, such as personalized healthcare, autonomous vehicles, and smart cities, where federated learning can be used to improve model performance while respecting data privacy and security.
Overall, this post will provide a comprehensive overview of model optimization methods for efficient and edge AI using federated learning architectures, frameworks, and applications, and will showcase the potential of federated learning to revolutionize the way AI models are trained and deployed in edge computing environments.
#Model #Optimization #Methods #Efficient #Edge #Federated #Learning #Architectures #Frameworks #ApplicationsThe Art of Writing Efficient Programs: An advanced programmer’s guide to efficient hardware utilization and compiler optimizations using C++ examples
Price:$39.99– $33.64
(as of Dec 24,2024 10:06:20 UTC – Details)From the brand
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Packt is a leading publisher of technical learning content with the ability to publish books on emerging tech faster than any other.
Our mission is to increase the shared value of deep tech knowledge by helping tech pros put software to work.
We help the most interesting minds and ground-breaking creators on the planet distill and share the working knowledge of their peers.
Publisher : Packt Publishing (October 22, 2021)
Language : English
Paperback : 464 pages
ISBN-10 : 1800208111
ISBN-13 : 978-1800208117
Item Weight : 1.76 pounds
Dimensions : 0.99 x 7.5 x 9.25 inchesCustomers say
Customers find the book’s content useful and interesting to read. It teaches beginners and opens their eyes to certain subjects for experienced developers. They appreciate the explanations regarding coroutines and how it connects what they learned in school to real-life situations. However, some customers feel the layout is frustrating.
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In the world of programming, efficiency is key. Writing efficient programs not only saves time and resources, but also ensures that your code runs smoothly and effectively. In this advanced programmer’s guide, we will delve into the art of writing efficient programs by optimizing hardware utilization and leveraging compiler optimizations, using C++ examples.1. Understanding hardware utilization:
One of the first steps in writing efficient programs is understanding how hardware works and how your code interacts with it. By optimizing hardware utilization, you can make your programs run faster and more efficiently.For example, let’s consider a simple C++ program that reads data from a file and processes it. By understanding how file I/O operations work and how they interact with the underlying hardware, you can optimize your code to minimize disk reads and writes, leading to faster program execution.
2. Leveraging compiler optimizations:
Compiler optimizations play a crucial role in improving the performance of your programs. By understanding how compilers work and how they optimize your code, you can write more efficient programs that take full advantage of these optimizations.For instance, consider a C++ program that performs matrix multiplication. By using compiler optimizations such as loop unrolling and vectorization, you can significantly improve the performance of your code and reduce the execution time.
3. Writing efficient C++ code:
In addition to understanding hardware utilization and compiler optimizations, writing efficient C++ code is essential for maximizing performance. By using data structures and algorithms that are optimized for speed and memory usage, you can create programs that run efficiently and effectively.For example, consider a C++ program that sorts a large array of integers. By using an efficient sorting algorithm such as quicksort or mergesort, you can reduce the time complexity of your code and improve its performance.
In conclusion, the art of writing efficient programs requires a deep understanding of hardware utilization, compiler optimizations, and efficient C++ coding practices. By mastering these concepts and applying them to your code, you can create programs that are fast, effective, and optimized for performance.
#Art #Writing #Efficient #Programs #advanced #programmers #guide #efficient #hardware #utilization #compiler #optimizations #examplesEnergy Efficient Servers: Blueprints for Data Center Optimization (Paperback or
Energy Efficient Servers: Blueprints for Data Center Optimization (Paperback or
Price :60.77– 50.64
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Digital Copy Available Now!Are you looking to optimize your data center’s energy efficiency? Look no further than our comprehensive guide, “Energy Efficient Servers: Blueprints for Data Center Optimization.” This book offers practical, step-by-step advice on how to reduce energy consumption, lower operating costs, and improve overall performance in your data center.
Whether you’re a data center manager, IT professional, or business owner, this book has something for everyone. Learn about the latest server technologies, best practices for server management, and how to implement energy-saving strategies in your data center.
Don’t wait any longer to make your data center more energy efficient. Order your copy of “Energy Efficient Servers: Blueprints for Data Center Optimization” today, available in paperback or digital format. Start saving money and reducing your carbon footprint now!
#Energy #Efficient #Servers #Blueprints #Data #Center #Optimization #Paperback, Data Center Energy EfficiencyEnergy Efficient Servers: Blueprints for Data Center Optimization [Paperback]
Energy Efficient Servers: Blueprints for Data Center Optimization [Paperback]
Price : 55.82
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Energy Efficient Servers: Blueprints for Data Center Optimization [Paperback]Are you looking to reduce your data center’s energy consumption and costs? Look no further than “Energy Efficient Servers: Blueprints for Data Center Optimization.” This comprehensive guide offers practical strategies and blueprints for designing and implementing energy-efficient servers that can help you achieve significant savings on your energy bills.
With the increasing demand for data storage and processing power, data centers are consuming more energy than ever before. By implementing energy-efficient servers, you can not only reduce your carbon footprint but also save money in the long run. This book provides detailed information on how to select the right servers, optimize their performance, and maximize energy efficiency in your data center.
Whether you are a data center manager, IT professional, or anyone interested in reducing energy consumption, this book is a must-read. Learn how to design and implement energy-efficient servers that will not only benefit the environment but also your bottom line. Order your copy today and start optimizing your data center for energy efficiency!
#Energy #Efficient #Servers #Blueprints #Data #Center #Optimization #Paperback, Data Center Energy EfficiencyJoshi – Energy Efficient Thermal Management of Data Centers – New har – T9000z
Joshi – Energy Efficient Thermal Management of Data Centers – New har – T9000z
Price : 201.63
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Introducing the latest in thermal management technology for data centers – the Joshi T9000z! This cutting-edge system is designed to optimize energy efficiency and ensure the stable operation of your data center.With rising energy costs and the increasing demand for data processing, it’s more important than ever to invest in energy-efficient solutions. The Joshi T9000z uses advanced cooling techniques to maintain optimal temperatures within your data center, reducing the need for excessive energy consumption.
Say goodbye to overheating servers and costly energy bills – the Joshi T9000z is here to revolutionize the way you manage thermal efficiency in your data center. Trust Joshi for reliable, energy-efficient solutions that keep your operations running smoothly.
#Joshi #Energy #Efficient #Thermal #Management #Data #Centers #har #T9000z, Data Center Energy EfficiencyLog Book: Colorful Customizable 7 Column Logbook, All-in-One Solution for Efficient Data Management | 30 Rows, 8.5×11 Inch,80 Pages
Price: $9.99
(as of Dec 23,2024 11:37:15 UTC – Details)
Are you tired of juggling multiple logbooks for different tasks? Look no further than our Colorful Customizable 7 Column Logbook! This all-in-one solution is designed to streamline your data management with ease.With 30 rows and 8.5×11 inches of space, our logbook offers ample room to track various information in one convenient place. Whether you’re keeping track of finances, fitness goals, or project timelines, this logbook is versatile enough to suit any need.
Not only is our logbook functional, but it’s also visually appealing with vibrant colors to help you stay organized and motivated. Plus, with customizable columns, you can tailor the logbook to fit your specific requirements.
Say goodbye to cluttered spreadsheets and scattered notes – our Colorful Customizable 7 Column Logbook is the perfect tool for efficient data management. Order yours today and experience the difference!
#Log #Book #Colorful #Customizable #Column #Logbook #AllinOne #Solution #Efficient #Data #Management #Rows #8.5×11 #Inch80 #Pages, Data ManagementMastering PowerShell and Azure Resource Manager (ARM): Harness the Power of Automation and Infrastructure as Code for Efficient Azure Management (Micro Learning | PowerShell)
Price: $8.90
(as of Dec 23,2024 11:08:39 UTC – Details)
ASIN : B0DDXKBVM8
Publication date : August 21, 2024
Language : English
File size : 2390 KB
Simultaneous device usage : Unlimited
Text-to-Speech : Enabled
Screen Reader : Supported
Enhanced typesetting : Enabled
X-Ray : Not Enabled
Word Wise : Not Enabled
Print length : 312 pages
Are you ready to take your Azure management to the next level? Join us for our upcoming micro learning session on Mastering PowerShell and Azure Resource Manager (ARM)!In this session, you will learn how to harness the power of automation and infrastructure as code for efficient Azure management. With PowerShell, you can automate tasks, create custom scripts, and streamline your workflows. And with ARM, you can define your infrastructure in code, making it easy to deploy, update, and manage your resources.
Whether you’re a beginner or an experienced user, this session is perfect for anyone looking to improve their Azure management skills. Don’t miss out on this opportunity to become a master of PowerShell and ARM!
Sign up now and start mastering PowerShell and ARM today! #AzureManagement #PowerShell #ARM #Automation #InfrastructureAsCode #MicroLearning
#Mastering #PowerShell #Azure #Resource #Manager #ARM #Harness #Power #Automation #Infrastructure #Code #Efficient #Azure #Management #Micro #Learning #PowerShell, IT Infrastructure ManagementEnergy Efficient Thermal Management of Data Centers
Energy Efficient Thermal Management of Data Centers
Price : 246.96
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Data centers play a crucial role in our digital world, storing and processing massive amounts of data that power everything from social media platforms to online shopping websites. However, data centers also consume a significant amount of energy, with cooling systems being one of the largest contributors to their overall energy consumption.To address this issue, energy-efficient thermal management strategies are being implemented in data centers to reduce their environmental impact and operational costs. These strategies focus on optimizing the cooling systems within data centers to minimize energy consumption while still maintaining the necessary temperature levels for the equipment.
One common approach to energy-efficient thermal management in data centers is through the use of free cooling systems. These systems take advantage of natural cooling sources, such as outside air or groundwater, to cool the data center instead of relying solely on mechanical cooling systems. By utilizing free cooling, data centers can significantly reduce their energy consumption and operating costs.
Another strategy for energy-efficient thermal management in data centers is through the use of hot aisle/cold aisle containment. By isolating the hot and cold air streams within the data center, this method helps prevent the mixing of air and allows for more efficient cooling of the equipment. This reduces the workload on the cooling systems, leading to lower energy consumption and improved overall efficiency.
Additionally, implementing advanced monitoring and control systems can help data centers optimize their cooling systems for maximum efficiency. By continuously monitoring temperature levels, airflow, and humidity, data center operators can identify areas for improvement and make real-time adjustments to optimize cooling performance.
Overall, energy-efficient thermal management is essential for data centers to reduce their environmental impact and operating costs. By implementing strategies such as free cooling systems, hot aisle/cold aisle containment, and advanced monitoring and control systems, data centers can achieve significant energy savings while still meeting the demands of their operations.
#Energy #Efficient #Thermal #Management #Data #Centers, Data Center Energy Efficiency