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?AI Accelerator Program - From Prompts to Agentic Workflows - https://www.simplilearn.com/ai-accelerator-program?utm_campaign=6S_JaZQxEeY&utm_medium=ShortsDescription&utm_source=Youtube
?Microsoft Applied Generative AI and Agentic AI Specialization - https://www.simplilearn.com/microsoft-applied-ai-course?utm_campaign=6S_JaZQxEeY&utm_medium=ShortsDescription&utm_source=Youtube
?Virginia Tech Applied Agentic AI: Systems Design & Impact - https://www.simplilearn.com/vt-applied-agentic-ai-course?utm_campaign=6S_JaZQxEeY&utm_medium=ShortsDescription&utm_source=Youtube
?Michigan Engineering Generative AI Applications for Leaders - https://www.simplilearn.com/generative-ai-for-business-transformation?utm_campaign=6S_JaZQxEeY&utm_medium=ShortsDescription&utm_source=Youtube
Prompt engineering is no longer enough. In 2026, the real AI upgrade is context engineering—the discipline of designing what the model sees, not just how you phrase the prompt. While prompt engineering optimizes wording, context engineering builds the full information environment: system prompts, conversation history, retrieved documents (RAG), tool definitions and outputs, memory, and state—curated and refreshed for each inference.
This shift matters because production AI systems fail when the model lacks the right knowledge, not just the right prompt. Context engineering adds persistent, governed knowledge infrastructure (semantic layers, entity resolution, data lineage, policies) so agents answer with accurate, up‑to‑date context instead of guessing. In short: prompt engineering asks “How do I word this?”; context engineering asks “What does the model need to know right now?”
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➡️ About Professional Certificate Program in Generative AI and Machine Learning
The Generative AI and Machine Learning course enriches your career journey with comprehensive coverage of machine learning, deep learning, NLP, generative AI, reinforcement learning, computer vision, and more. Combining theory with hands-on practice, it offers live virtual sessions, projects with integrated labs, and masterclasses by IIT Guwahati faculty.
Key Features:
✅ Program completion certificate from E&ICT Academy, IIT Guwahati
✅ Curriculum delivered in live virtual classes by seasoned industry experts
✅ Exposure to the latest AI advancements, such as generative AI, LLMs, and prompt engineering
✅ Interactive live-virtual masterclasses delivered by esteemed IIT Guwahati faculty
✅ Opportunity to earn an 'Executive Alumni Status' from E&ICT Academy, IIT Guwahati
✅ Eligibility for a campus immersion program organized at IIT Guwahati
✅ Exclusive hackathons and “ask-me-anything” sessions by IBM
✅ Certificates for IBM courses and industry masterclasses by IBM experts
✅ Practical learning through 25+ hands-on projects and 3 industry-oriented capstone projects
✅ Access to a wide array of AI tools such as ChatGPT, Hugging Face, DALL-E 2, Midjourney and more
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies
Skills Covered
✅ Generative AI
✅ Prompt Engineering
✅ Chatbot Development
✅ Supervised and Unsupervised Learning
✅ Model Training and Optimization
✅ Model Evaluation and Validation
✅ Ensemble Methods
✅ Deep Learning
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ Machine Learning Algorithms
✅ Speech Recognition
✅ Statistics
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