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Showing 217–240 of 264
Generative AI on Microsoft Azure: Building Intelligent Apps on Azure Cloud Infrastructure
Expert Conner Schiissler teaches you the essentials you need to know, from the basics of GenAI all the way to hosting the application in Azure. You will also look at building the infrastructure necessary to host applications built on great frameworks like LangChain! Follow along in this course to gain the skills required to start harnessing the power of Generative AI, and walk away with the capability to build your very own GenAI application in the Azure cloud.
Making Embedded Systems, 2nd Edition
Written by Elecia White, an expert who has created systems ranging from DNA scanners to children's toys, Making Embedded Systems, 2nd Edition from O'Reilly, is ideal for intermediate and experienced programmers, no matter what platform you use. This expanded second edition includes new chapters on IoT and networked sensors.
Acing the Certified Kubernetes Administrator Exam by Manning
Acing the Certified Kubernetes Administrator Exam is your fast-track to becoming a Certified Kubernetes Administrator! Your expert exam tutor is Chad Crowell, whose courses have helped thousands of developers to understand Kubernetes and earn the coveted CKA certification. If you’re familiar with Kubernetes, this book will ensure you’re ready to pass in just one month of study. If you’re brand new, this is the perfect primer to get started on your Kubernetes journey.
Course link - Linux Fundamentals, 2nd Edition with Sander van Vugt
Linux Fundamentals LiveLessons has more than 10 hours of comprehensive video training for you to find everything you need to build a strong understanding of working with Linux. This comprehensive video course includes coverage of Linux basics, concepts, practices, and theories, so you can get the foundational knowledge of Linux you need to start your Linux career.Labels: System Administration,courses,o'reilly,linux,
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O'Reilly learning provides individuals, teams, and businesses with expert-created and curated information covering all the areas that will shape our future—including artificial intelligence, Swift, Ruby, Python, C++, CSS, HTML, Java, JavaScript, PHP, operations, data, UX design, finance, leadership, and more.
Hamel Husain Playlist - Building Powerful Applications with AI and Machine Learning
These picks from Hamel Husain will guide you through building robust AI applications and machine learning powered systems from the ground up.
Generative AI in the Real World: Kingsley Ndoh on Improving Cancer Care with AI
What can AI do to improve healthcare? Kingsley Ndoh, founder of Hurone AI, talks with Ben Lorica about how Hurone is making cancer care more effective for people who are underserved by the medical system. He discusses how AI can streamline the medical process, both helping doctors to treat patients more effectively and making clinical trials more diverse.About the Generative AI in the Real World podcast: In 2023, ChatGPT put AI on everyone’s agenda. In 2024, the challenge will be turning those agendas into reality. In Generative AI in the Real World, Ben Lorica interviews leaders who are building with AI. Learn from their experience to help put AI to work in your enterprise.Points of Interest0:00: Introduction.0:36: What motivated you to apply AI to cancer care? What problems are you trying to solve?1:39: We need environments for training AI models that are effective for all populations.2:31: Current oncology solutions serve advanced healthcare systems, leaving community oncology centers and international markets underserved.3:31: Lack of diversity in clinical trials means we don’t have full evidence on the efficacy of drugs.5:00: What is an oncologist?6:10: Cancer is a very complex disease; every cancer is different and has its own solutions.6:43: What advantages do you bring as a domain expert?7:11: I’ve been a physician taking care of patients. I understand clinical workflows in Nigeria and the US. I’ve also been an entrepreneur since I was in high school. I’ve also worked in the global oncology space with governments and pharma companies. That network is very important.9:15: What was the situation before Gukiza [Hurone’s app]? What does Gukiza enable today?9:44: Gukiza makes care more accessible to patients and optimizes workflows for oncologists. They may have to travel long distances to see an oncologist; they may have side effects or even emergencies that are avoidable; data about events may be lost.12:53: Gukiza streamlines the process; it’s a two-way system that can be used standalone. There is a HIPPA-compliant API that can be integrated into major electronic medical records systems. Patients aren’t limited to an app; there is an API for WhatsApp, Telegram, and text messaging.14:13: Patients can describe their problems. Clinicians can click a button and generate a response that they can review and send to the patient. Clinicians can also call patients, do clinical summaries, and see how patients are progressing.17:08: One should think about this as a copilot. The app makes suggestions; the physician makes the decision.17:35: There are definitely risks. We are building our model and fine-tuning it to ensure that hallucination is limited. But there is still a final human review.18:40: What if I want to use the system in a completely new country? What does it take to get the system into a viable, usable state?19:41: We conform to the country’s guidelines for the management of patients. Cancer care is usually based on established guidelines. In the US, we have NCCN guidelines. To make sure guidelines are responsive to different regions, the NCCN looked at evidence for research done in different countries to harmonize guidelines. That gave birth to the resource stratified guidelines for regions like Sub-Saharan Africa. We don’t need to customize a lot.21:38: We are also building agreements for access to de-identified cancer data. As we scale, it will get better.24:02: Health data is the most sensitive data in the world, but also the most abundant. Compared to other industries, healthcare is lagging behind. But many regions are looking for disruption and innovation and are willing to be flexible to work with us.25:20: Our solution isn’t a magic bullet, but it will shift the needle.
The Next Generation of Developer Productivity v1
Productivity tools are remaking software development, but their value doesn’t come for free. We ran a survey to find out how developers are actually using these tools today and to learn where the pain points lie. In this whitepaper, Mike Loukides dives into the data to explore how GitHub Copilot, ChatGPT, self-service pipelines, and more are improving productivity—and the challenges that still need to be overcome for organizations to take full advantage.And you can read it for free.Labels: Whitepaper,software Development,o'reilly,web Development,software Engineering,
The Next Generation of Developer Productivity v1
Productivity tools are remaking software development, but their value doesn’t come for free. We ran a survey to find out how developers are actually using these tools today and to learn where the pain points lie. In this whitepaper, Mike Loukides dives into the data to explore how GitHub Copilot, ChatGPT, self-service pipelines, and more are improving productivity—and the challenges that still need to be overcome for organizations to take full advantage.And you can read it for free.Labels: Whitepaper,software Development,o'reilly,web Development,software Engineering,
The Next Generation of Developer Productivity v2
Productivity tools are remaking software development, but their value doesn’t come for free. We ran a survey to find out how developers are actually using these tools today and to learn where the pain points lie. In this whitepaper, Mike Loukides dives into the data to explore how GitHub Copilot, ChatGPT, self-service pipelines, and more are improving productivity—and the challenges that still need to be overcome for organizations to take full advantage.And you can read it for free.Labels: Whitepaper,software Development,o'reilly,web Development,software Engineering,
The Next Generation of Developer Productivity v2
Productivity tools are remaking software development, but their value doesn’t come for free. We ran a survey to find out how developers are actually using these tools today and to learn where the pain points lie. In this whitepaper, Mike Loukides dives into the data to explore how GitHub Copilot, ChatGPT, self-service pipelines, and more are improving productivity—and the challenges that still need to be overcome for organizations to take full advantage.And you can read it for free.Labels: Whitepaper,software Development,o'reilly,web Development,software Engineering,
Free Report--The State of Security in 2024 V3
The State of Security in 2024: The threats security teams face and the defenses they’re building to beat themO’Reilly’s Mike Loukides considers the state of the field, analyzing data drawn directly from security team members themselves. Dive in to discover the threats that concern frontline practitioners most, the projects they’re implementing to safeguard systems and infrastructure, the skills companies are hiring for (and the certifications they require to verify them), and more.Labels: Security,o'reilly,2024,report,lead,
Computer Vision Fundamentals: Implementing Computer Vision Techniques Using Deep Learning
Computer Vision Fundamentals is an extensive exploration of how artificial intelligence, with a specific focus on deep learning, is driving significant advances in the field of computer vision. This course melds theory and practice, introducing everything from the foundational aspects of image processing to the hands-on implementation of advanced deep learning models in PyTorch, including applications on edge devices.In a progressively digital and data-driven world, processing, analyzing, and deriving insights from vast quantities of visual data is crucial. This course will provide you with the requisite skills and knowledge to apply computer vision techniques to a wide array of sectors, such as autonomous vehicles, facial recognition systems, medical imaging, and edge computing.The course begins with a thorough introduction to computer vision, image processing, and deep learning. It offers an understanding of how these disciplines interconnect and how deep learning enhances traditional computer vision tasks. You will then delve into the foundational mathematics that underpins neural networks and how to implement these networks using the PyTorch framework.From there, you will start building advanced computer vision applications using PyTorch, including convolutional neural networks for image classification, object detection with YOLO, semantic segmentation with U-Net, and pose estimation. Each topic will provide you with both theoretical knowledge and hands-on coding experience, ensuring a comprehensive understanding of the subject matter.Further enhancing your practical skills, the course will turn to real-world case studies. By exploring how deep learning and computer vision techniques are applied in facial recognition systems, autonomous vehicles, and medical imaging, you'll gain insight into the transformative impact of these technologies in various industries.Finally, you will engage with the principles of Machine Learning Operations (MLOps) in the context of computer vision, learning to manage machine learning life cycles efficiently. The course closes by investigating the challenges and solutions of applying MLOps in computer vision projects, such as handling image data, model explainability, and deploying computer vision models in production environments.By the end of this course, you will have a well-rounded understanding of the fundamental concepts, underlying mathematics, and practical applications of computer vision and deep learning. You will be equipped with the tools and knowledge to implement these models and solve real-world problems, giving you a competitive advantage in your software development or data science career.What you’ll learn—and how you can apply itUnderstand the fundamental concepts of computer vision and deep learning and their interrelationBecome proficient in creating, training, and evaluating various types of neural networks, including convolutional neural networks, vision transformers, and generative adversarial networks using the PyTorch frameworkBecome capable of implementing advanced computer vision techniques such as object detection, semantic segmentation, and pose estimation using PyTorchBecome adept at applying computer vision and deep learning techniques to solve real-world problems and evaluate their performanceUnderstand the concept of edge computing in computer vision, be able to apply MLOps principles for managing machine learning lifecycle in deep learning and computer vision projects and recognize future trends in the field of computer vision and deep learningThis video course is for you because…You're a software developer interested in learning to leverage deep learning models, particularly in computer vision, to build AI-powered applications.You're looking to transition from a traditional software development role into a specialized artificial iLabels: Richmond Alake,data,computer Vision,video,
What We Learned from a Year of Building with LLMs Part 1
Over the past year, LLMs have become “good enough” for real-world applications.
What We Learned from a Year of Building with LLMs Part 2
Over the past year, LLMs have become “good enough” for real-world applications.
Rising Tide Rents and Robber Baron Rents
The Replacement of Organic Search with Advertising by Google and Amazon and What That Might Mean for the Future of AI
Head First Design Patterns, 2nd Edition
You know you don't want to reinvent the wheel, so you look to Design Patterns: the lessons learned by those who've faced the same software design problems. With Design Patterns, you get to take advantage of the best practices and experience of others so you can spend your time on something more challenging. Something more fun. This book shows you the patterns that matter, when to use them and why, how to apply them to your own designs, and the object-oriented design principles on which they're based. Join hundreds of thousands of developers who've improved their object-oriented design skills through Head First Design Patterns.Labels: Java Se 8,ebook,eric Freeman,software Design,design Patterns,book,head First,
Making Embedded Systems, 2nd Edition (book cover)
Written by Elecia White, an expert who has created systems ranging from DNA scanners to children's toys, Making Embedded Systems, 2nd Edition from O'Reilly is ideal for intermediate and experienced programmers, no matter what platform you use. This expanded second edition includes new chapters on IoT and networked sensors.Labels: Book,embedded,elecia White,programming,iot,
Making Embedded Systems, 2nd Edition (book cover)
Written by Elecia White, an expert who has created systems ranging from DNA scanners to children's toys, Making Embedded Systems, 2nd Edition from O'Reilly is ideal for intermediate and experienced programmers, no matter what platform you use. This expanded second edition includes new chapters on IoT and networked sensors.Labels: Book,embedded,elecia White,programming,iot,
Generative AI Foundations: Understand Generative AI Applications, Benefits, and Risks
Gain an understanding of generative AI, its applications, and its potential impact on your organizationUnderstand what prompt engineering is and why you should master itLearn how generative AI can create content on the fly, improve personalization, and automate tedious tasksExplore industry trends, interesting AI tools, and the future powered by generative AIJoin expert Altaf Rehmani to learn the fundamentals of generative AI and its real-world business use cases. You'll understand the importance of prompt engineering, discover how generative models work, and get a rundown of the tools, companies, and open source projects creating buzz in this space. You’ll gain an understanding of GenAI’s risks and limitations—along with strategies for mitigating them—and you’ll come away with tips for successfully integrating the technology into your business processes.What you’ll learn and how you can apply itLearn how generative models work, and their applications and potentialGet started on the path to mastering prompt engineeringSeparate the hype surrounding generative AI from actionable next stepsThis course is for you because...You’re a business or technology professional who’s curious to learn what this transformative technology portends for you and your business.PrerequisitesLook over exercise template for high-level generative AI plan (to come)Attend: Artificial intelligence: An overview of AI and machine learning (live course with Alex Castrounis)Course Follow-Up:Read: AI for People and Business by Alex Castrounis (book)Labels: Data,altaf Rehmani,ai Principles,video,
Generative AI Foundations: Understand Generative AI Applications, Benefits, and Risks
Gain an understanding of generative AI, its applications, and its potential impact on your organizationUnderstand what prompt engineering is and why you should master itLearn how generative AI can create content on the fly, improve personalization, and automate tedious tasksExplore industry trends, interesting AI tools, and the future powered by generative AIJoin expert Altaf Rehmani to learn the fundamentals of generative AI and its real-world business use cases. You'll understand the importance of prompt engineering, discover how generative models work, and get a rundown of the tools, companies, and open source projects creating buzz in this space. You’ll gain an understanding of GenAI’s risks and limitations—along with strategies for mitigating them—and you’ll come away with tips for successfully integrating the technology into your business processes.What you’ll learn and how you can apply itLearn how generative models work, and their applications and potentialGet started on the path to mastering prompt engineeringSeparate the hype surrounding generative AI from actionable next stepsThis course is for you because...You’re a business or technology professional who’s curious to learn what this transformative technology portends for you and your business.PrerequisitesLook over exercise template for high-level generative AI plan (to come)Attend: Artificial intelligence: An overview of AI and machine learning (live course with Alex Castrounis)Course Follow-Up:Read: AI for People and Business by Alex Castrounis (book)Labels: Data,altaf Rehmani,ai Principles,video,
Generative AI to Improve Your Productivity: Get More Done Each Day with the Help of AI
Join expert David Griffiths to discover the transformative potential of ChatGPT to streamline your day-to-day work. You’ll learn how to harness this AI tool for idea generation, language translation, task management, routine establishment, and the rapid creation of reports and presentations. Whether you're juggling work projects, looking to expand your knowledge, or boost your personal productivity, you’ll find practical insights to help you get the most out of ChatGPT.What you’ll learn and how to apply itBreak down and prioritize complex tasks into actionable stepsUse ChatGPT to learn new topics rapidlyGenerate routines or plans such as workout regimes or study schedulesUse ChatGPT to create, organize, and refine content for speeches, presentations, or written materialThis course is for you becauseYou’re a professional looking to streamline work processes, manage tasks effectively, and make informed decisions.You’re a project manager looking for innovative ways to break down tasks, prioritize activities, and keep your project's stakeholders updated with concise information.You conduct, manage, or attend meetings regularly and want a quick way to summarize minutes and actions.You’re a teacher or trainer who’s interested in using AI tools for content creation, explaining complex subjects simply, and crafting quizzes.You’re a business owner aiming to generate fresh ideas.You want assistance in content generation, editing, and creative thinking.You’re a student who wants to use tools to enhance your study techniques, simplify lengthy academic material, and get support with research.PrerequisitesCreate a ChatGPT account (necessary for doing exercises)Labels: Data,gpt,video,david Griffiths,
Head First Design Patterns, 2nd Edition
You know you don't want to reinvent the wheel, so you look to Design Patterns: the lessons learned by those who've faced the same software design problems. With Design Patterns, you get to take advantage of the best practices and experience of others so you can spend your time on something more challenging. Something more fun. This book shows you the patterns that matter, when to use them and why, how to apply them to your own designs, and the object-oriented design principles on which they're based. Join hundreds of thousands of developers who've improved their object-oriented design skills through Head First Design Patterns.Labels: Java Se 8,ebook,eric Freeman,software Design,design Patterns,book,head First,
Generative AI to Improve Your Productivity: Get More Done Each Day with the Help of AI
Join expert David Griffiths to discover the transformative potential of ChatGPT to streamline your day-to-day work. You’ll learn how to harness this AI tool for idea generation, language translation, task management, routine establishment, and the rapid creation of reports and presentations. Whether you're juggling work projects, looking to expand your knowledge, or boost your personal productivity, you’ll find practical insights to help you get the most out of ChatGPT.What you’ll learn and how to apply itBreak down and prioritize complex tasks into actionable stepsUse ChatGPT to learn new topics rapidlyGenerate routines or plans such as workout regimes or study schedulesUse ChatGPT to create, organize, and refine content for speeches, presentations, or written materialThis course is for you becauseYou’re a professional looking to streamline work processes, manage tasks effectively, and make informed decisions.You’re a project manager looking for innovative ways to break down tasks, prioritize activities, and keep your project's stakeholders updated with concise information.You conduct, manage, or attend meetings regularly and want a quick way to summarize minutes and actions.You’re a teacher or trainer who’s interested in using AI tools for content creation, explaining complex subjects simply, and crafting quizzes.You’re a business owner aiming to generate fresh ideas.You want assistance in content generation, editing, and creative thinking.You’re a student who wants to use tools to enhance your study techniques, simplify lengthy academic material, and get support with research.PrerequisitesCreate a ChatGPT account (necessary for doing exercises)Labels: Data,gpt,video,david Griffiths,
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