🔥Purdue - Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=ArnfieMG-sg&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Professional Certificate Program in Generative AI and Machine Learning - IITG (India Only) - https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=ArnfieMG-sg&utm_medium=DescriptionFirstFold&utm_source=Youtube
🔥Advanced Executive Program In Applied Generative AI - https://www.simplilearn.com/applied-generative-ai-course?utm_campaign=ArnfieMG-sg&utm_medium=DescriptionFirstFold&utm_source=Youtube
In this course by Simplilearn, we have covered how to use the open-source Semantic Kernel to build AI plugins for small businesses. You'll learn how to create kernel functions to summarize text and chain tasks. We’ll dive into Design Thinking to collect customer feedback and integrate it into the plugin to make it work magic with AI. Next, we apply SWOT Analysis to improve cost and time efficiency for a small business AI plugin. We also explore Vector Memory for storing functions for future use and learn why plugins are essential for leveraging small businesses. The course also covers business memory with embeddings and how to unlock the full potential of Semantic Kernel plugins.
00:00:08 - Introduction
00:00:15 - Agenda of the Course
00:01:20 - What is a Semantic Kernel?
00:02:14 - Why it is called Semantic?
00:02:59 - When and why is Semantic Kernel used?
00:04:46 - How does Semantic Kernel work?
00:06:06 - Hands-on on Semantic Kernel
00:11:14 - Introduction to Plugins
00:12:55 - Why do small businesses need Plugins?
00:13:45 - SWOTs with Semantic Kernel
00:14:13 - What are Semantic Functions?
00:15:00 - How Semantic Functions Work?
00:16:10 - What is a Native Function?
00:16:38 - Difference between Native Functions and Semantic Functions
00:18:38 - Hands-on on Plugins in Semantic Kernel
00:27:05 - Understanding Native and Semantic Functions
00:29:28 - Understanding Semantic Completion
00:30:09 - Understanding Semantic Similarity
00:30:48 - What is Design Thinking?
00:31:28 - Five Step Design Thinking Process
00:32:32 - Reasons why Plugins are Important
00:35:47 - Developing AI Plugins using Semantic Kernel
00:46:21 - Understanding Business Memory Demo
00:54:27 - Unlocking the Power of Plugins in Semantic Kernel
⏩ Check out More AI and ML Videos By Simplilearn: https://www.youtube.com/playlist?list=PLEiEAq2VkUULyr_ftxpHB6DumOq1Zz2hq
#generativeAI #AIAgents #Plugins #SemanticKernel #AI #GenAI #ArtificialIntelligence #simplilearn #2025
➡️ About Professional Certificate Program in Generative AI and Machine Learning
Dive into the future of AI with our Generative AI & Machine Learning course, in collaboration with E&ICT Academy, IIT Guwahati. Learn tools like ChatGPT, OpenAI, Hugging Face, Python, and more. Join masterclasses led by IITG faculty, engage in hands-on projects, and earn Executive Alumni Status.
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
Learning Path:
✅ IITG AI: Program Induction
✅ IITG AI: Programming Fundamentals
✅ IITG AI: Python for Data Science (IBM)
✅ IITG AI: Applied Data Science with Python
✅ IITG AI: Machine Learning
✅ IITG AI: Deep Learning with TensorFlow (IBM)
✅ IITG AI: Deep Learning Specialization
✅ IITG AI: Essentials of Generative AI, Prompt Engineering & ChatGPT
✅ IITG AI: Advanced Generative AI
✅ IITG AI: Capstone
Electives:
✅ IITG AI: ADL & Computer Vision
✅ IITG AI: NLP and Speech Recognition
✅ IITG AI: Reinforcement Learning
✅ IITG AI: Academic Masterclass
✅ IITG AI: Industry Masterclass
👉 Learn More At: https://www.simplilearn.com/iitg-generative-ai-machine-learning-program?utm_campaign=ArnfieMG-sg&utm_medium=Description&utm_source=Youtube