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Azure AI Certification & Azure Cloud Architect Roadmap By ScholarHat

Azure AI Certification & Azure Cloud Architect Roadmap By ScholarHat

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Azure AI Certification & Azure Cloud Architect Roadmap By ScholarHat

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  1. Swipe Azure AI & Azure Cloud Architect Certification ROADMAP FOR BEGINNERS 2024 EDITION Level Up Your Career

  2. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 1 Foundation in Azure Cloud Services This is crucial for understanding Azure's core services, which are applicable across AI and cloud architecture roles. You will cover the basics of cloud computing, Azure fundamentals, and common tools, which will set a strong foundation for advanced learning. Key Areas of Focus: Azure Basics: Learn about cloud computing models (IaaS, PaaS, SaaS), Azure regions, resource management, and subscription models. Azure Portal & CLI: Gain hands-on experience using Azure Portal and CLI, which are primary interfaces for managing Azure resources. Azure Core Services: Familiarize yourself with key services like virtual machines, Azure Storage, Azure SQL, and Azure App Service. Recommended Resources: Microsoft Learn – Azure Fundamentals Path Certification: Microsoft Azure Fundamentals (AZ-900) www.scholarhat.com

  3. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 2 Core AI and Machine Learning Concepts With a foundation in Azure, this shifts focus toward AI and machine learning fundamentals. These skills are vital for the AI certification and support building intelligent solutions on Azure. Key Areas of Focus: AI and Machine Learning Basics: Understand core AI concepts, types of machine unsupervised, reinforcement), and deep learning basics. Data Processing & Management: Explore Azure Data Factory, Azure Synapse Analytics, and Azure Blob Storage for efficient data handling. Machine Learning Models: Develop skills in model selection, training, and evaluation using Azure Machine Learning services. Recommended Resources: Microsoft Learn – Azure AI Engineer Path Certification: Azure AI Engineer Associate (AI-102) learning (supervised, www.scholarhat.com

  4. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 3 Azure AI Solutions and Cognitive Services This is the deep dive into Azure AI services and learning to build real-world AI applications. The focus will be on Cognitive Services, custom vision, language processing, and AI-driven solution design. Key Areas of Focus: Azure Cognitive Services: Work with APIs for vision, language, speech, and decision-making models, such as Azure Bot Service and Translator. Custom Vision & Natural Language Processing (NLP): Create custom models using Azure Cognitive Services to process images and text. AI Solution Design Patterns: Learn best practices for architecting scalable and secure AI solutions on Azure. Recommended Resources: Microsoft Learn – Advanced AI and Machine Learning Courses Certification: Azure AI Engineer Associate (AI-102) www.scholarhat.com

  5. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 4 Azure Infrastructure & Networking for Architects This focuses mastering core infrastructure and networking concepts required for the Azure Solutions Architect certification. This will help you design, configure, and deploy cloud solutions efficiently. Key Areas of Focus: Virtual Networks & VPNs: Understand how to configure Azure VNet, VPNs, and ExpressRoute for secure networking. Load Balancing & Traffic Management: Explore Azure Load Balancer, Application Gateway, and Traffic Manager to ensure high availability. Security & Identity Management: Learn about Azure Active Directory (AD), role-based access control (RBAC), and network security. Recommended Resources: Microsoft Learn – Azure Solutions Architect Path Certification: Microsoft Certified: Azure Solutions Architect Expert (AZ-305) www.scholarhat.com

  6. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 5 Designing Cloud Solutions and Data Management As a certified Azure Solutions Architect, you’ll need to design reliable, scalable, and cost-effective solutions. This segment emphasizes data management, application design on Azure. Key Areas of Focus: Storage Solutions: Work with Azure Blob Storage, Azure SQL Database, and Cosmos DB for data storage and management. Designing Resilient Architectures: Implement strategies for disaster recovery, high availability, and fault tolerance. Cost Optimization & Performance Management: Learn cost-saving techniques, including reserved instances, Azure Cost Management, and monitoring performance with Azure Monitor. Recommended Resources: Case Studies and Practical Labs for Azure Architect Certification: Azure Solutions Architect Expert (AZ-305) storage solutions, and www.scholarhat.com

  7. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 6 Advanced AI and Cloud Solution Integration You’ll apply your skills to integrate AI models into enterprise-level applications and ensure these solutions meet organizational needs. This will also prepare you for real-world problem-solving as a certified Azure AI and Cloud Architect. Key Areas of Focus: MLOps & DevOps for AI Models: Explore MLOps frameworks, continuous integration/continuous deployment (CI/CD) for AI, and model deployment on Azure. Integration with Azure Kubernetes Services (AKS): Deploy scalable AI solutions using AKS for model management and inference. End-to-End AI Solution Architecture: Architect solutions that incorporate AI models with Azure services for optimal performance and scalability. Recommended Resources: Advanced Azure AI and Machine Learning Workshops Certification: Practice Exam and Lab Sessions for Final Review www.scholarhat.com

  8. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 7 Exam Preparation & Practical Experience This final segment is dedicated to intensive preparation for certification exams and applying knowledge through hands-on projects. Aim to solve real-life case studies and design end-to- end solutions for mastery. Key Areas of Focus: Practice Exams & Mock Assessments: Take practice exams for both Azure AI Engineer and Solutions Architect certifications. Real-World Project Execution: Work on capstone projects or case studies in areas like predictive analytics, AI-driven applications, and hybrid cloud solutions. Final Review & Knowledge Gaps: Address any remaining gaps by reviewing notes, re-watching lectures, or retaking specific labs on areas of improvement. Recommended Resources: Microsoft Learn – Certification Exam Readiness Resources Online Communities for Peer Support and Practice Questions www.scholarhat.com

  9. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP 8 Conclusion and Certification Pathway This final segment is dedicated to intensive preparation for certification exams and applying knowledge through hands-on projects. Aim to solve real-life case studies and design end-to- end solutions for mastery. Key Areas of Focus: Practice Exams & Mock Assessments: Take practice exams for both Azure AI Engineer and Solutions Architect certifications. Real-World Project Execution: Work on capstone projects or case studies in areas like predictive analytics, AI-driven applications, and hybrid cloud solutions. Final Review & Knowledge Gaps: Address any remaining gaps by reviewing notes, re-watching lectures, or retaking specific labs on areas of improvement. Recommended Resources: Microsoft Learn – Certification Exam Readiness Resources Online Communities for Peer Support and Practice Questions www.scholarhat.com

  10. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP How to follow this roadmap? At ScholarHat, we believe mastering a technology is a three-stepprocess as mentioned below: Step1 - Learn Skills: You can practice Azure AI Certification & Azure Cloud Architect by tutorials on Azure AI certifications, or through Videos on YouTube or Videos based courses. For topic revision and recalling make short notes. You can also learn Live from Microsoft MVP at ScholarHat. Step2 - Build Experience: You can build hands-on experience by building real world applications like Social Media Platform, Stock Price Monitoring, Fraud Detection etc. Step3 - Empower Yourself: Build your strong profile by mentioning all the above skills with hands-on experience on projects. Prepare yourself with interview Q&A about AZURE to crack your next job interview. www.scholarhat.com

  11. Swipe AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP Congrats! You are just one interview away! www.scholarhat.com

  12. AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP Want to Improve your profile by Azure AI Certification Call Now +91-9999 123 502 hello@scholarhat.com www.scholarhat.com

  13. AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP JOIN US AT WHATSAPP FOR TECH TRENDS https://whatsapp.com/channel/0029V aEFj7IL7UVeLUzDiM1k

  14. AZURE AI CERTIFICATION & AZURE CLOUD ARCHITECT ROADMAP WAS THIS HELPFUL? Share with your friend who needs it! Love. Like. Comment. Share. Learn. Build. Empower.

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