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Report link - Kubernetes in the Enterprise
Arguably the hottest acronym in tech right now? K8S. Kubernetes. Why? Because it’s broadly supported, open source, fast and efficient—and changing the game for organizations to deliver applications.But getting started with the Kubernetes container orchestration can be tricky. That’s where this practical ebook for developers and operators can help, by showing how to run stateful workloads on Kubernetes to transform the way you manage your core enterprise middleware.Labels: Cloud,kubernetes,cloud Native Computing Foundation,o'reilly,
Free chapter link - CockroachDB—The Definitive Guide, Ch 2
The CockroachDB architecture is sophisticated: it incorporates decades of database engineering best practices together with several unique innovations. While you don't need to understand its internals to get things done, knowing the fundamental concepts will help you make sound decisions regarding schema design, performance optimization, cluster deployment, and more. This chapter clearly explains everything you need to know about the CockroachDB architecture.And it’s free—our gift to you.Labels: Cloud,chapter,data,o'reilly,cloud Computing,data Engineering,
Free chapter link - Learning Java, fifth edition, Ch 4
If you’re new to Java, this bestselling guide provides an example-driven introduction to the latest language features and APIs in Java 6 and 7. Chapter 4 provides a clear explanation of the Java language syntax. This is one small sample of what you’ll find on the O’Reilly learning platform.And it’s yours, free today.Labels: Chapter,java,o'reilly,api,
Free chapter link - Mastering Python for Bioinformatics, Ch 1
The very first chapter of this practical new book shows you how to report the tetranucleotide frequency from a string of DNA. Sounds pretty simple, right? But there are different ways to do it. The author walks you through writing and testing several different versions of the program so you can explore many aspects of Python data structures, syntax, modules, and tools. This tutorial is an ideal way to learn how to structure, document, and test a program.And the best part? You can download it free today.Labels: Chapter,python,o'reilly,bioinformatics,
Free chapter link - Python Data Science Handbook, Ch 1
For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. This useful handbook is one of the few resources that dives into every piece of this data science stack and related tools.Download the first chapter, “IPython: Beyond Normal Python,” for an in-depth look into author Jake VanderPlas’s preferred environment. You’ll soon learn the details that make IPython a powerful control panel to run Python effectively for interactive scientific and data-intensive computing.And right now you can get it for free.Labels: Chapter,python,data Science,o'reilly,
Free chapter link - The Staff Engineer's Path, Ch 2
We reward our best engineers by…moving them out of engineering? Treating management as the default path for an engineer with leadership ability doesn't serve the industry well—or the engineer. The role of staff engineer allows engineers to contribute at a high level, driving big projects and determining technical strategy. This new book explores this important new role. And chapter 2 provides staff engineers with three maps to help them understand where they are, where they want to go, and how to get there. This is one small sample of what you’ll find on the O’Reilly learning platform.And it’s yours, free today.Labels: Chapter,o'reilly,engineering Executive,software Engineering,engineering,engineering Manager,data Engineering,
Book link - Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2E
Through a series of recent breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This practical book shows you how.By using concrete examples, minimal theory, and two production-ready Python frameworks—Scikit-Learn and TensorFlow—author Aurélien Géron helps you gain an intuitive understanding of the concepts and tools for building intelligent systems. You’ll learn a range of techniques, starting with simple linear regression and progressing to deep neural networks. With exercises in each chapter to help you apply what you’ve learned, all you need is programming experience to get started.Labels: Python,ai/ml,generative Ai,o'reilly,ai,keras,machine Learning,scikit-learn,tensorflow,
Playlist link - RHCE Certification Playlist Sander van Vugt
There’s never been a better time to get RHCE certified. Learn key Ansible and exam concepts and understand the objectives of the exam, and then practice your skills with hands-on labs. Get RHCE certified now!Labels: Playlist,o'reilly,ansible,rhce,certification,
BIT Email link - O'Reilly DEIJ scholarship program
O’Reilly believes that innovation depends on the contributions of people with a variety of perspectives. To help members of groups underrepresented in technology develop and sharpen the skills needed to break through barriers within the field, they’re offering 500 annual scholarships that give recipients full access to the O’Reilly learning platform.If you belong to a group that's underrepresented in tech—and that includes women, the Black, Indigenous, Latinx, and Asian communities, the LGBTQIA+ community, veterans, and people with a physical or neurological disability—and want to kickstart your career, upskill, or develop new tech skills, you can apply here. The deadline for applications is April 1, 2024.Labels: Diversity,o'reilly,scholarship,deij,
BIT Social link - O'Reilly DEIJ scholarship program
@O’ReillyMedia believes that innovation depends on the contributions of people with a variety of perspectives. To help members of groups underrepresented in technology develop and sharpen the skills needed to break through barriers within the field, they’re offering 500 annual scholarships that give recipients full access to the O’Reilly learning platform. Learn more and apply now!Labels: Diversity,o'reilly,scholarship,deij,
Head First Software Architecture
If you're a software developer looking for a quick on-ramp to software architecture, this handy guide is a great place to start. From the authors of Fundamentals of Software Architecture, Head First Software Architecture teaches you how to think architecturally and explores the unique challenges of software architecture. You'll learn the distinction between architecture and design and the relationship between code, components, and architectural styles. You'll also learn how to work with some common architectural styles through vivid, fun examples. Quick, easy, and entertaining, this book is a valuable introduction to the world of software architecture.Labels: Software Architecture,code,o'reilly,book,head First,
Effective TypeScript, 2nd Edition
This practical book features 83 items that give specific advice on what to do and what not to do, and how to think about the language. Author Dan Vanderkam shows you how to apply each item's advice through concrete examples. This book will help you advance from a beginning or intermediate user familiar with TypeScript basics to an expert who knows how to use the language well. Updated for TypeScript 5, this second edition includes two new chapters on type-level programming and TypeScript recipes.Labels: Ebook,o'reilly,book,typescript 5,typescript,dan Vanderkam,
Designing Machine Learning Systems in the Cloud
This course is an introduction to designing and implementing production machine learning (ML) systems that will give students the skills necessary to architect and deploy ML solutions to the cloud. This course is for anyone with at least 2 years of programming experience and familiarity with ML looking to deliver real business value with ML in real, enterprise software systems.Using Python, Docker, Kubernetes, and Google Cloud, students will learn the practical skills necessary to build end-to-end ML systems, from engineering training data, features and data pipelines to deploying and monitoring ML models for real-time inference in production.What you’ll learn and how you can apply itExplain, design and implement components of a production ML systemThis course is for you because…You're an ML practitioner interested in learning to take your models from development to production, enterprise systems.You're a software engineer looking for the specific experience required to design and build ML-powered systems.You're an ML enthusiastic looking for the theoretical and practical skills required to train, evaluate, deploy and monitors models in real-world settings.Prerequisites:2 years of object-oriented programming experience (preferably Python)1 year of experience working with a cloud provider (Google Cloud, Amazon Web Services, etc..)Beginner knowledge of systems design conceptsBeginner knowledge of data engineering conceptsBeginner knowledge of experience using linuxLabels: Kyle Gallatin,data,video,machine Learning,
Getting Started with Ansible: Learn the Basics of IT Automation in 2 hours
Ansible enables developers and system administrators to codify their knowledge, to capture IT automation processes as code, storing changes systematically. This process, also known as configuration management, makes your work predictably reliable by allowing machines to execute the code, as a remote control for the rest of the IT infrastructure. Ansible can send commands and configuration to manage all IT in your company from one central point.The simplicity and power of Ansible can help reduce the complexity in managing IT infrastructure. Ansible was designed to be so simple that co-workers can comprehend the code quickly, enhancing productivity, scalability and cooperation. This course will jumpstart your skills in using this technology. It provides examples and just enough background to grasp the power of this tool and start creating your own automation.What you’ll learn and how to apply itProvide developers and system administrators with a solid foundation in using Ansible for automation and configuration managementGive participants practical knowledge and hands-on experience to effectively leverage Ansible in real-world scenariosTeach learners how to select and install additional Ansible content from vendors and the community that caters to various needsThis course is for you becauseYou're a developer interested in an overview of the lifecycle of the Ansible software.You're a developer who writes software for Linux and want to learn how to use Ansible to manage their environments.You're a junior sys admins that might want to understand automation tooling for advancement.You're a DevOps engineer tasked with automating as much as possible.You're a software architect who needs to know more about automating infrastructure.You're an IT professional adding to your tool knowledge.PrerequisitesBeginner knowledge of Linux commandsAbility to edit text files and create directoriesAccess to a Linux machineLabels: Bas Meijer,ansible,video,it Operations,
Microsoft Power Apps Fundamentals
Microsoft Power Apps provides tech-savvy employees the ability to develop business applications without coding or the use of advanced developer tools. It empowers users to create their own business apps, contributing fully functional solutions to the workplace that can be accessed and shared on practically any device. In this on-demand course, you will learn the fundamentals and best practices for working with Power Apps.Through a mix of concise presentations and demonstrations, you'll learn how to build a Power App using data from SharePoint, Excel, and Microsoft SQL Server, create a Power App from a template or a blank canvas, utilize Copilot for easier app builds, and create Power Pages websites.What you’ll learn and how you can apply itBy the end of the course, the learner should be able to build applications using Power Apps and share these apps with their colleagues.This course is for you because…You're an enterprise user of Microsoft 365 who wants to create powerful apps with minimal or no coding.You want to make it easy for your team members to access and work with data, especially when your team members are mobile or remote.You want to automate business processes using rules, table relationships, and business logic.Prerequisites:Familiarity with Microsoft Office or Microsoft 365Labels: Data,microsoft Power Platform,video,jeremy Nathan,
Coaching Fundamentals for Managers and Leaders: Simple Steps to Improve Performance
In today’s workplace, coaching is an important strategy for nurturing skills, enhancing performance, and building confidence in team members. Beyond mere skill development, effective coaching addresses challenges proactively, preventing potential issues from snowballing. When managers maximize employee potential and surround employees with supporting talent, they position their teams to grow and help the organization succeed. In this on-demand course, you’ll learn practical, actionable steps that elevate coaching prowess, fuel motivation, boost productivity, and support career success.What you’ll learn and how to apply itUnderstand the fundamentals of coachingLearn the five-step model of coachingKnow how to apply coaching skills effectivelyLearn to develop a culture of coaching in your organization or businessThis course is for you becauseYou are a manager or leader and you want to develop and support your reports more effectively.You are a leadership-minded individual contributor or aspiring manager working with multiple people and you want to influence them positively, enable their learning, and support their performance.Labels: Business,sujatha Das,video,executive Coaching,
Generative AI in the Real World: Putting AI in the Hands of Farmers with Rikin Gandhi
If you want to fine-tune your prompting skills, make sure to attend O’Reilly’s Prompt to Product Showdown virtual event, led by Lucas Soares, on August 15 from 9AM to noon PDT. You’ll see how five experts use carefully crafted prompts to build minimum viable products with generative AI.Rikin Gandhi, CTO of Digital Green, talks with Ben Lorica about using generative AI to help farmers in developing countries become more productive. Farmer.Chat integrates information from training videos, sources of weather and crop information, and other data sources in a multimodal app that farmers can use in real-time.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.0:45: Digital Green helps farmers become more productive. Two years ago, Digital Green developed Farmer.Chat, an app that uses generative AI to put local language training videos together with weather data, market information, and other data.2:09: Our primary data source is our library of 10,000 videos in 40 languages that have been produced by farmers. We integrate additional sources for weather and market information. More recently, we’ve added information support tools.3:38: We have a smartphone app. Users who only have feature phones can call into a number and interact with a bot.5:00: Prior to Farmer.Chat, our work was primarily offline: videos shown on mobile projectors to an in-person audience. Sending content to phones flips the paradigm: rather than attending a video, farmers can ask questions relevant to their situation.6:40: When did you realize that generative AI opened up new possibilities? It was a gradual transition from offline videos on projectors. COVID didn’t allow us to get groups of farmers together. And more farmers came online in the same period.8:17: We had a deterministic bot before Farmer.Chat. But users had to traverse a tree to get the information they wanted. That tree was challenging to create and difficult to use.9:33: With GPT-3, we saw that we could move away from complexity and cost of using a deterministic bot.11:15: Did ChatGPT alert you to more possibilities? ChatGPT has scoured open internet knowledge. Farmers are looking for location and time-specific information. Even in the earliest version of ChatGPT, we saw that it had a lot of this information. Putting this world together with our video was powerful.13:07: Accuracy, precision, and recall are all important. Are you fine-tuning and using RAG to make sure you are accurate? We had problems with hallucinations even within our knowledge base. We implemented reranking and filtering, which reduced hallucinations to <1%. We’ve created a golden Q&A set.16:01: People are now talking about GraphRAG, the use of knowledge graphs for RAG. Can you create a knowledge graph because you know your data so well? A lot of concepts in agriculture are related—for example, crop calendars for how crops develop. We’re trying to build those relations into the system.17:05: We are leveraging agentic orchestration for the overall pipeline. Based on the user’s query, we may be able to answer questions directly rather than go through the RAG pipeline.18:44: Your situation is inherently multimodal: video, speech-to-text, voice; is this a challenge? We’re now using tools like GPT Vision to get descriptive metadata about what’s in videos. It becomes part of the database. We began with text queries; we added voiceLabels: Generative Models,audiobook,data,rikin Gandhi,
Fundamentals of Apache Kafka
Empower yourself with the knowledge and skills to conquer the world of real-time data using Apache Kafka, the industry's leading streaming platform.This course is more than just technical training, it's your starting line to learning the potential of streaming data and its use cases.You’ll understand how to use Kafka to publish and subscribe to data streams, learn how to deploy an instance locally or in the cloud as well as understanding the development environments and resources available.Importantly this course will help you gain a strategic advantage by staying ahead of the curve in today's data-driven world by leveraging real-time insights to inform your business decisions.Discover the in-demand Kafka skills highly sought after by companies across industries by joining this O’Reilly on demand course.What you’ll learn and how to apply itLearn about Kafka key concepts and use casesIdentify the importance of event streaming and its design principlesLearn about what producers and consumers are in KafkaDeploy a Kafka Instance, create events, write messages and moreIdentify best practices for architecture, availability, and replicationConfidently navigate the Kafka ecosystem and its core conceptsBuild and manage robust real-time data pipelines using KafkaIntegrate Kafka with your existing applications and data infrastructureDevelop real-time streaming applications for various use casesBecome proficient in working with Kafka tools and APIsThis course is for you becauseYou are one of the following:Data Engineers, Data Analysts with some experience working with data.IT Professionals that need an understanding of Kafka and its architecture.Software professionals who need an understanding of Kafka to apply in deployments.PrerequisitesBasic Knowledge of Github and access to the internetBasic Knowledge of LinuxWatch video: Introduction to Apache KafkaLabels: Data,kafka,video,joseph Holbrook,
Tech Leadership Tuesday with Lena Reinhard: Performing Under Pressure with Kelly Vaughn (Audio)
Join Lena Reinhard and Kelly Vaughn as they discuss the commonly felt but seldom discussed challenges of leading high-performing teams amid rising levels of stress and burnout. While many leaders are perceptive and empathetic, they may not be aware of the surprising and subtle ways that stress and burnout manifest at work, what effects they can have on productivity and morale if left unchecked, and how to help their teams, or themselves, manage these struggles and build resilience. In this recorded live event, you’ll learn how to identify unhealthy levels of stress in yourself and others, determine when stress has reached burnout level, and approach conversations about stress with your team. You’ll come away with short-term and long-term strategies to help manage stress at work and practical steps you can take to create a more resilient, healthy, and productive team.Labels: Kelly Vaughn,audiobook,lena Reinhard,business,leadership And Management,
Tech Leadership Tuesday with Lena Reinhard: Performing Under Pressure with Kelly Vaughn
Join Lena Reinhard and Kelly Vaughn as they discuss the commonly felt but seldom discussed challenges of leading high-performing teams amid rising levels of stress and burnout. While many leaders are perceptive and empathetic, they may not be aware of the surprising and subtle ways that stress and burnout manifest at work, what effects they can have on productivity and morale if left unchecked, and how to help their teams, or themselves, manage these struggles and build resilience. In this recorded live event, you’ll learn how to identify unhealthy levels of stress in yourself and others, determine when stress has reached burnout level, and approach conversations about stress with your team. You’ll come away with short-term and long-term strategies to help manage stress at work and practical steps you can take to create a more resilient, healthy, and productive team.What you’ll learn and how you can apply itHow to recognize signs of unhealthy stress and when it becomes burnoutTips for initiating and navigating conversations about mental health and work-life balanceEffective short-term and long-term strategies for managing stress and recovering from burnoutThis live course is for you because...You or your team is experiencing high levels of stress and burnout and you want to learn best practices for mitigating them.You want to become better at recognizing signs of stress and burnout so you can address them before they get out of control.You want the chance to ask Lena Reinhard and Kelly Vaughn your questions around leadership, burnout, and prioritizing mental health.Recommended follow-up:Read The Burnout Fix: Overcome Overwhelm, Beat Busy, and Sustain Success in the New World of Work (book)Explore Engineering Leadership Essentials (expert playlist)Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.Labels: Kelly Vaughn,lena Reinhard,business,video,leadership And Management,
Certification Exam Cram: Project Management Professional (PMP)
Are you ready to pass the Project Management Professional exam? Join expert Joseph Phillips for this recorded interactive event to find out. Joseph will help you work through a preparation checklist, validate all that you’ve done to prepare, and build or tweak a study plan you can rely on.This event is for anyone who’s planning to sit for the exam and wants to:Learn the best test-taking strategies and time management techniquesPractice with questions that accurately reflect the exam's content and difficulty levelReview the toughest areas of content on the examGet questions answered by a certification expertAssess confidence and test-readinessGet a head start on your PMP exam preparationCurious about what awaits you in our upcoming PMP exam cram course? We've handpicked a few bonus questions to give you a taste of the challenges you'll conquer and the knowledge you'll gain. These questions are designed to reflect the real exam's structure and depth, offering you a practical insight into what to expect.Sample questions included:What effect does a scope change have on quality?How can agile project managers predict cost with a variable scope?What’s the difference between pure risk and business risk?What you’ll learn and how you can apply itAssess the depth of your knowledge to determine a plan of studyExplore typical exam questions to understand what you need to knowLearn test-taking strategies to avoid panic and perform at your bestThis live event is for you because...You’ve started preparing for the PMP exam and want to build confidence.You want to assess your readiness for passing the exam.You have questions about the exam for Joseph Phillips.Recommended preparationReview PMI Exam Content Outline (documentation)Review PMP Project Management Professional All-in-One Exam Guide (book)Explore PMP Essentials (expert playlist)Recommended follow-up:Take Project Management Professional (PMP) (Pearson practice test)Please note that slides or supplemental materials are not available for download from this recording. Resources are only provided at the time of the live event.Labels: Project Management Professional (pmp),business,video,joseph Phillips,
AI Fundamentals for Cybersecurity Professionals
AI is coming to the enterprise faster than any technology before it, often with very little understanding of best practices for usage. The course will position security professionals to be ready to collaborate and lead internal teams on effective and secure rollouts of AI based technology, aware of the risks, benefits and tradeoffs made via various implementation decision points.This course will provide an introduction to AI technology with a heavy focus on Large Language Models. Expert Nate Lee will start with high-level overviews of the different flavors of AI, what they’re good for, and where learners can expect to see them used. With that solid base, the course will dive into areas of specific concern to security professionals, covering topics like security vulnerabilities as well as security concerns about the use of AI technology in business.What you’ll learn and how to apply itBy the end of this course, the learner should understand the basics of the technology that underlies generative AI tools and have the ability to collaborate with others on an effective rollout strategy for their organization.This course is for you becauseYou are a:CISO.Security Manager.Software Engineer, Engineering manager.Security engineer.GRC manager.Anyone in information security looking to learn more about AI.PrerequisitesBasic knowledge of AI systems>/li> Labels: Security,security Engineering,nate Lee,video,
Linux Essentials
This course introduces students to the wide world of Linux. It is intended for people who know computers but have little to no experience with Linux. This course doesn’t make assumptions that the student’s Linux experience will be on servers, on the desktop, or on embedded systems, and provides information applicable to all 3 scenarios.Often, when people come from, primarily, a Windows experience, they expect things to work automatically, for example on Windows people just add a disk and it shows up without any other intervention. However on Linux, especially on servers and embedded systems, things need to be configured by the operator - so the operator can have more control over what gets set up.This course introduces not only the basic operation of a Linux system, but also some of the basic settings for accessing new drives, setting up startup applications, and installing new software on a Linux system.What you’ll learn and how you can apply itA clear understanding of Linux distributionsHow the Graphical UI and the command-line work together and that one is not preferred over the otherUnderstand how drives/filesystems are accessed on Linux systemsUnderstand the layout of the filesystem mounted on ‘/’Introduction to the command-line environmentHow to install and update the software on LinuxSurvey some of the more commonly used advanced Linux security optionsThis course is for you because…You’re an embedded software developer who has experience with other embedded operating systems, but little experience with Linux and need to develop a Linux-based embedded system.You’re a software developer who wants to switch to Linux on their day-to-day computer.You want an introduction to Linux as the first step to becoming a sys admin or DevOps developer.You’re a hobbyist who wants to try out Linux.Prerequisites:Experience using and performing basic configuration on other computer systems, e.g. WindowsLabels: Software Development,linux,john Bonesio,video,
Free Report--The State of Security in 2024
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,
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