AVA® - An Orange Education Label

🚀 Deploying AI at Scale: DeepSeek on Kubernetes! 🤖💡 The AI revolution is here, and DeepSeek-R1 is at the forefront of reasoning models. But how do you deploy, scale, and manage AI workloads efficiently? Kubernetes is the answer! 🔹 Why Kubernetes for DeepSeek? ✅ Scalability – Effortlessly scale workloads across multiple nodes ✅ Resilience – Auto-restart on failures, ensuring high availability ✅ Cloud & Local Flexibility – Deploy with KIND, Minikube, MicroK8s, or on cloud with Ingress ✅ Persistent Storage – Handle large AI models securely ✅ No GPU? No Problem! – Works even on CPU nodes (though slower) 🔹 What’s Inside? 🔹 End-to-end Kubernetes deployment guide for DeepSeek-R1 🔹 Ollama for inference + Open WebUI for interaction 🔹 YAML configurations to get started instantly ⚡ Whether you’re an AI enthusiast, DevOps engineer, or Kubernetes pro, this is your blueprint for running AI workloads at scale! Read the full guide 👉 [See below the Article Link] 💬 Excited about AI on Kubernetes? Let’s discuss in the comments! 🚀 #AI #Kubernetes #DeepSeek #MachineLearning #CloudComputing https://lnkd.in/gjwv9jTZ

🌟 How many want to become a #Cybersecurity professional in 2025? 🌐 The demand for Cybersecurity professionals is growing rapidly as organizations prioritize security in the digital age. Are you interested in stepping into this pivotal role in 2025? 🌟 Are you a fresher or a software professional with mid-level experience, eager to break into the dynamic world of cybersecurity? 📚 My comprehensive guide is crafted just for you! It simplifies complex concepts, making cybersecurity accessible and actionable for anyone looking to upskill or transition into this exciting domain. ✨ What You’ll Discover in 15 Expertly Crafted Chapters: 1️⃣ Zero Trust Simplified: Frameworks and Best Practice Strategies 2️⃣ Cloud Blueprint-Conforming Solutions 3️⃣ #Microsoft Security Framework-Compliant Solutions 4️⃣ Cybersecurity Threat Resilience Design 5️⃣ #Compliance-Driven Solution Architecture 6️⃣ Identity and Access Control Design 7️⃣ Designing Access Security for High-Privilege Users 8️⃣ Security Operations Design 9️⃣ Microsoft 365 Security Design 🔟 Application Security Design 1️⃣1️⃣ Data Protection Strategy Development 1️⃣2️⃣ Security Specifications for Cloud Services 1️⃣3️⃣ Hybrid and Multi-Cloud Security Framework 1️⃣4️⃣ Secure Endpoint Solution Design 1️⃣5️⃣ Secure Network Design 📖 Ready to make the leap? This book is your first step to mastering the art of cybersecurity. 🚀 Grab your copy and take control of your career growth now My Book link:https://lnkd.in/ghsiHBUg Follow Dr.K.V.N. Rajesh for latest technology innovations and updates 𝗥𝗲𝗽𝗼𝘀𝘁 𝘁𝗵𝗶𝘀 𝗮𝗻𝗱 𝘄𝗲 𝘄𝗶𝗹𝗹 𝘀𝗲𝗹𝗲𝗰𝘁 𝟯 𝗼𝗳 𝘁𝗵𝗼𝘀𝗲 𝘄𝗵𝗼 𝗿𝗲𝗽𝗼𝘀𝘁𝗲𝗱 𝗮𝗻𝗱 𝘀𝗲𝗻𝗱 𝘁𝗵𝗲𝗺 𝗮 𝘀𝗶𝗴𝗻𝗲𝗱 𝗰𝗼𝗽𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗯𝗼𝗼𝗸. 𝗥𝗲𝗽𝗼𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝗹𝗹 𝗯𝗲 𝗰𝗼𝘂𝗻𝘁𝗲𝗱 𝘂𝗻𝘁𝗶𝗹 𝟭𝟲-𝗙𝗲𝗯-𝟮𝟬𝟮𝟱,𝟭𝟭:𝟱𝟵𝗽𝗺 𝗜𝗦𝗧 #AVA® - An Orange Education Label #Security #Carrergrowth

🚀 𝐏𝐲𝐓𝐨𝐫𝐜𝐡 2.0: 𝐀 𝐆𝐚𝐦𝐞-𝐂𝐡𝐚𝐧𝐠𝐞𝐫 𝐟𝐨𝐫 𝐍𝐋𝐏 𝐀𝐩𝐩𝐥𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬! The latest release of PyTorch 2.0 is revolutionizing Natural Language Processing (NLP) with groundbreaking enhancements in speed, efficiency, and scalability! Whether you're training large-scale LLMs or deploying real-time AI chatbots, PyTorch 2.0 brings massive improvements, including: ✅ TorchDynamo – Faster model execution & inference ✅ TorchInductor – Optimized GPU & CPU performance ✅ FlashAttention – Memory-efficient transformers ✅ Better Distributed Training – Seamless multi-GPU scalability ✅ Dynamic Shape Support – Smarter handling of variable-length sequences From chatbots and speech-to-text to sentiment analysis and recommendation systems, PyTorch 2.0 is reshaping NLP applications for the future! 👉 Ready to dive in? Check out our latest blog on Why PyTorch 2.0 is a Game-Changer for NLP! 🔗 [https://lnkd.in/gkeYZPK7] #PyTorch2 #NLP #DeepLearning #MachineLearning #AI #Transformers #TorchDynamo #TorchInductor #LLM #Chatbots #SpeechRecognition #TextSummarization #SentimentAnalysis #NeuralNetworks #AIInnovation #DistributedTraining #FlashAttention #Python #NaturalLanguageProcessing #ArtificialIntelligence #AVA #OrangeAVA #Follow #Technology #Development

 📕'𝐔𝐥𝐭𝐢𝐦𝐚𝐭𝐞 𝐖𝐞𝐛 𝐀𝐏𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭 𝐰𝐢𝐭𝐡 𝐃𝐣𝐚𝐧𝐠𝐨 𝐑𝐄𝐒𝐓 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤', authored by Leonardo Lazzaro and technically reviewed by David Wobrock! 𝐓𝐡𝐢𝐬 𝐛𝐨𝐨𝐤 𝐢𝐬 𝐲𝐨𝐮𝐫 𝐮𝐥𝐭𝐢𝐦𝐚𝐭𝐞 𝐠𝐮𝐢𝐝𝐞 𝐭𝐨: ✅ Mastering Django REST Framework and Test-Driven Development (TDD). ✅ Building real-world scalable APIs, including a secure recommendation engine. ✅ Optimizing, securing, and deploying APIs for data science applications. 🛒 𝐀𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐍𝐨𝐰! For International Buyers (AVA™): https://lnkd.in/g8v98pye For Indian Buyers (AVA™): https://lnkd.in/gywybH3d Amazon International: https://shorturl.at/LG0xa Amazon India: https://shorturl.at/l7v37 #DjangoRESTFramework #WebAPI #APIDevelopment #DjangoDevelopers #TestDrivenDevelopment #PythonProgramming #APISecurity #DataScience #RecommendationEngine #TechnicalBooks #OrangeAVA #LeonardoLazzaro #DavidWobrock #APIBuilding #SoftwareEngineering #BackendDevelopment #AVA #Follow #Technology #Development

🚀 Master the Fundamentals of Data Structures with This Cheatsheet! 🚀 Whether you're preparing for coding interviews, optimizing algorithms, or building efficient applications, data structures are the foundation of computer science and software development. 🔹 𝐐𝐮𝐢𝐜𝐤 𝐎𝐯𝐞𝐫𝐯𝐢𝐞𝐰: ✅ Arrays – Contiguous memory blocks for fast indexing. ✅ Linked Lists – Dynamic structures that efficiently manage memory. ✅ Stacks – Ideal for "Last-In, First-Out" (LIFO) operations like function calls. ✅ Queues – Best for "First-In, First-Out" (FIFO) scenarios like task scheduling. ✅ Hash Tables – Enable quick key-value lookups for data retrieval. ✅ Trees – Represent hierarchical relationships, great for sorting and searching. ✅ Graphs – Model complex relationships in networks and real-world connections. 💡 Pro Tip: Mastering when and how to apply these structures is the key to solving real-world problems effectively! What’s your favorite data structure, and why? Let’s discuss in the comments! 👇 #DataStructures #Programming #CodingInterview #SoftwareDevelopment #LearnToCode #DSA #Leetcode #TechGrowth

𝐒𝐏𝐄𝐂𝐈𝐀𝐋 𝐎𝐅𝐅𝐄𝐑! 🎊 Sign up now at www.orangeava.com and get an amazing 15% Flat Discount Code on E-books & Paperback!  📕"𝐔𝐥𝐭𝐢𝐦𝐚𝐭𝐞 𝐀𝐖𝐒 𝐂𝐃𝐊 𝐟𝐨𝐫 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧" authored by @Anish Kumar and technically reviewed by Mr. Kulbhushan Mayer (Thinknyx Technologies)! 🎉 🛒 𝐀𝐯𝐚𝐢𝐥𝐚𝐛𝐥𝐞 𝐍𝐨𝐰! For International Buyers (AVA™): https://lnkd.in/gJgyiNVc For Indian Buyers (AVA™): https://lnkd.in/gY9uVj4G Amazon International: https://shorturl.at/kCl8g Amazon India: https://shorturl.at/CxzDD #AWS #AWSCDK #InfrastructureAsCode #IaC #CloudComputing #DevOps #Automation #AWSCommunity #CloudInfrastructure #AWSDevelopers #TechBooks #AWSLearning #SoftwareEngineering #AWSCertified #CloudEngineering #AWSCDKGuide #OrangeAVA #BookRelease #AnishKumar #ThinknyxTechnologies #AVA #OrangeAVA #Follow #Technology #Development #Publishers #BookReads #TechBooks #Discount #SpecialOffer #SpecialOffer

Happy to share that my book titled 'Applied Natural Language Processing with PyTorch 2.0' is published and is available at : https://lnkd.in/gVDmQ63J Thank you AVA® - An Orange Education Label for publishing my book. Thank you Aniruddha Bhattacharjee for your invaluable contribution as a technical reviewer. Your insights and thorough analysis have helped to bring best out of this book. Looking forward for the suggestions from readers to further improvise the book. Happy Reading!!

🌟 How many want to become a #Cybersecurity professional in 2025? 🌐 The demand for Cybersecurity professionals is growing rapidly as organizations prioritize security in the digital age. Are you interested in stepping into this pivotal role in 2025? 🌟 Are you a fresher or a software professional with mid-level experience, eager to break into the dynamic world of cybersecurity? 📚 My comprehensive guide is crafted just for you! It simplifies complex concepts, making cybersecurity accessible and actionable for anyone looking to upskill or transition into this exciting domain. ✨ What You’ll Discover in 15 Expertly Crafted Chapters: 1️⃣ Zero Trust Simplified: Frameworks and Best Practice Strategies 2️⃣ Cloud Blueprint-Conforming Solutions 3️⃣ #Microsoft Security Framework-Compliant Solutions 4️⃣ Cybersecurity Threat Resilience Design 5️⃣ #Compliance-Driven Solution Architecture 6️⃣ Identity and Access Control Design 7️⃣ Designing Access Security for High-Privilege Users 8️⃣ Security Operations Design 9️⃣ Microsoft 365 Security Design 🔟 Application Security Design 1️⃣1️⃣ Data Protection Strategy Development 1️⃣2️⃣ Security Specifications for Cloud Services 1️⃣3️⃣ Hybrid and Multi-Cloud Security Framework 1️⃣4️⃣ Secure Endpoint Solution Design 1️⃣5️⃣ Secure Network Design 📖 Ready to make the leap? This book is your first step to mastering the art of cybersecurity. 🚀 Grab your copy and take control of your career growth now My Book link:https://lnkd.in/ghsiHBUg Follow Dr.K.V.N. Rajesh for latest technology innovations and updates 𝗥𝗲𝗽𝗼𝘀𝘁 𝘁𝗵𝗶𝘀 𝗮𝗻𝗱 𝘄𝗲 𝘄𝗶𝗹𝗹 𝘀𝗲𝗹𝗲𝗰𝘁 𝟯 𝗼𝗳 𝘁𝗵𝗼𝘀𝗲 𝘄𝗵𝗼 𝗿𝗲𝗽𝗼𝘀𝘁𝗲𝗱 𝗮𝗻𝗱 𝘀𝗲𝗻𝗱 𝘁𝗵𝗲𝗺 𝗮 𝘀𝗶𝗴𝗻𝗲𝗱 𝗰𝗼𝗽𝘆 𝗼𝗳 𝘁𝗵𝗲 𝗯𝗼𝗼𝗸. 𝗥𝗲𝗽𝗼𝘀𝘁𝗶𝗻𝗴 𝘄𝗶𝗹𝗹 𝗯𝗲 𝗰𝗼𝘂𝗻𝘁𝗲𝗱 𝘂𝗻𝘁𝗶𝗹 𝗙𝗿𝗶𝗱𝗮𝘆 𝟭𝟭:𝟱𝟵𝗽𝗺 𝗜𝗦𝗧 #AVA® - An Orange Education Label #Security #careergrowth

The Union Budget 2025-26, presented by Finance Minister Nirmala Sitharaman, places a strong emphasis on technology, innovation, and entrepreneurship, driving India's future growth. 𝐇𝐞𝐫𝐞 𝐚𝐫𝐞 𝐭𝐡𝐞 𝐤𝐞𝐲 𝐭𝐚𝐤𝐞𝐚𝐰𝐚𝐲𝐬: 🔹 𝐀𝐈 & 𝐄𝐝𝐮𝐜𝐚𝐭𝐢𝐨𝐧: A Centre of Excellence for AI in Education with ₹500 Cr outlay to revolutionize personalized learning and skill-building. 5 National Centres of Excellence for Skilling will also be set up. 🔹 𝐍𝐮𝐜𝐥𝐞𝐚𝐫 𝐄𝐧𝐞𝐫𝐠𝐲 𝐌𝐢𝐬𝐬𝐢𝐨𝐧: India aims to generate 100 GW of nuclear energy by 2047, with ₹20,000 Cr allocated for Small Modular Reactors (SMRs). Private sector participation is encouraged through legislative amendments. 🔹 𝐒𝐭𝐚𝐫𝐭𝐮𝐩 𝐄𝐜𝐨𝐬𝐲𝐬𝐭𝐞𝐦 𝐁𝐨𝐨𝐬𝐭: ✅ ₹10,000 Cr Expansion of SIDBI Fund of Funds for Startups ✅ Deep Tech Fund of Funds for AI, robotics, biotech, and quantum computing ✅ Term Loans up to ₹2 Cr for first-time women & SC/ST entrepreneurs 🔹 𝐄𝐥𝐞𝐜𝐭𝐫𝐨𝐧𝐢𝐜𝐬 & 𝐁𝐚𝐭𝐭𝐞𝐫𝐲 𝐌𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐢𝐧𝐠: ✅ Custom duty reductions on key electronic components ✅ 35 additional capital goods for EV battery manufacturing ✅ Full BCD exemption on lithium-ion battery scrap 🔹 𝐍𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐆𝐞𝐨𝐬𝐩𝐚𝐭𝐢𝐚𝐥 𝐌𝐢𝐬𝐬𝐢𝐨𝐧: Enhancing land records, urban planning, and infrastructure projects with modern geospatial data. 🔹 𝐁𝐫𝐨𝐚𝐝𝐛𝐚𝐧𝐝 & 𝐃𝐢𝐠𝐢𝐭𝐚𝐥 𝐈𝐧𝐟𝐫𝐚𝐬𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐞: ✅ Broadband connectivity for all secondary schools & PHCs in rural areas ✅ BharatTradeNet (BTN) to simplify international trade documentation This budget paves the way for an AI-driven economy, deep tech innovations, and sustainable energy solutions. It also strengthens India’s position as a global hub for technology and startups. 💬 𝐖𝐡𝐚𝐭 𝐚𝐫𝐞 𝐲𝐨𝐮𝐫 𝐭𝐡𝐨𝐮𝐠𝐡𝐭𝐬 𝐨𝐧 𝐭𝐡𝐞𝐬𝐞 𝐚𝐧𝐧𝐨𝐮𝐧𝐜𝐞𝐦𝐞𝐧𝐭𝐬? 𝐖𝐡𝐢𝐜𝐡 𝐬𝐞𝐜𝐭𝐨𝐫 𝐞𝐱𝐜𝐢𝐭𝐞𝐬 𝐲𝐨𝐮 𝐭𝐡𝐞 𝐦𝐨𝐬𝐭? 𝐋𝐞𝐭’𝐬 𝐝𝐢𝐬𝐜𝐮𝐬𝐬 𝐢𝐧 𝐭𝐡𝐞 𝐜𝐨𝐦𝐦𝐞𝐧𝐭𝐬! 👇 #Budget2025 #ArtificialIntelligence #Startups #TechInnovation #DeepTech #IndiaGrowth #AVA #OrangeAVA #Follow #Technology

Exciting News! I am thrilled to announce the launch of my latest course "Kubernetes and Cloud Native Associate (KCNA) with Practice Exams!" This course is your first step toward diving deep into Cloud Native technologies and gaining the foundational knowledge you need to thrive in today’s tech landscape. Whether you’re just starting with Kubernetes or aiming to solidify your skills for advanced certifications like CKA or CKAD, this course has you covered. Check out the details here - https://lnkd.in/gptqhmsA By completing this course, you’ll not only be prepared to crack the KCNA exam, but you’ll also set yourself up for long-term success in the Cloud Native ecosystem. Thank you Thinknyx Technologies Shruti Bhardwaj Dheeraj Sain Aryan Kothiyal Kulbhushan Mayer We are excited to guide you through this journey and help you achieve your first milestone toward becoming a KCNA Certified Associate. Ready to take the plunge into Cloud Native? Let’s do this! #Kubernetes #CloudNative #Cloud Native Computing Foundation (CNCF) #KCNA #Certification #CKA #CKAD