New! Complete 10-Part Series on Model Context Protocol (MCP) 🚀
Hi everyone!
I’ve just published a full 10-part YouTube series on the Model Context Protocol (MCP) — covering everything from the basics to hands-on labs.
You’ll learn:
✅ MCP Overview & Architecture
✅ Deep dives into Servers & Clients
✅ Building MCP servers & clients with C#.NET, VS Code & Claude
✅ Using MCP Inspector for testing & debugging
✅ Securing workflows with OAuth 2.0
Perfect for AI engineers, developers, and system architects who want to master context management in AI systems.
📺 Watch the full playlist here: www.youtube.com/playlist?list...
👉 Let me know in the comments which part you find most helpful, and don’t forget to Like & Share with your peers!
#ModelContextProtocol #MCP #AI #LLM #AIprotocol
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217 Days to Master Amazon Bedrock — One Challenge at a Time
How long does it take to learn Amazon Bedrock?
For me, it took:
a. 217 days
b. 32+ tutorials and hands-on labs
c. Countless failures and lessons
d. Persistence — one feature, one challenge at a time
But more importantly…
It took:
1. Curiosity to explore what’s possible
2. Practice to translate ideas into real-world solutions
3. Purpose to empower others to build with confidence
Over those 217 days, I explored:
a. Amazon Bedrock fundamentals
b. Prompt engineering, knowledge bases, and guardrails
c. Model customization — fine-tuning, distillation, and pretraining
d. Retrieval-Augmented Generation (RAG)
e. Data automation, watermarking, and content safety
f. Agentic AI and multi-agent collaboration workflows
🔗 And now — the full playlist is available for you.
Start from anywhere. Go at your own pace. But stay consistent.
That’s the real secret to learning Bedrock — or anything worth mastering.
Watch the full journey on YouTube: www.youtube.com/playlist?list...
📘 Amazon Bedrock – Full Video Learning Journey
🎓 Tutorials & Overviews
1. AWS Tutorial Amazon Bedrock - Terminology – https://youtu.be/PKm162ZcbP4
2. AWS Tutorial Amazon Bedrock - Overview – https://youtu.be/F3y9YcQHa7Q
🔬 Hands-on Labs
3. Chat with your document – https://youtu.be/a7HOtyD7Hjc
4. Knowledge Bases – https://youtu.be/aUsy65u9sbE
5. Guardrails – https://youtu.be/NpR2fMtKQus
6. Watermark Detection – https://youtu.be/DyVnGzFb3Lw
7. Create a Travel Agent using Amazon Nova – https://youtu.be/O7e5Hvguvt0
8. Day Trip Advisor using Bedrock Flows – https://youtu.be/0HjaIXg3ZHY
9. Process Multiple Prompts using Batch Inference – https://youtu.be/HZWH35GHRQk
🧠 Prompt Management
10. Prompt Routers - Preview – https://youtu.be/vujzWUaBkHI
11. Prompt Management Demo – https://youtu.be/3eXMQ4HFmGA
12. Prompt Caching – https://youtu.be/UbLrtkvBBTk
🛒 Marketplace, Catalog, Deployments
13. Model Catalog Demo – https://youtu.be/NUqnT3gqHR8
14. Marketplace Deployments Demo – https://youtu.be/cq5gp7GTClg
📊 Evaluations
15. Evaluations - Overview – https://youtu.be/KvWkajjS4pU
16. Using Built-in Prompt Dataset – https://youtu.be/Obe9efmZh_w
17. Model as a Judge – https://youtu.be/OrpgmczO9sM
18. Bring Your Own Team – https://youtu.be/OMFW5YNLn48
19. AWS Managed Work Team – https://youtu.be/cre2qYXrziQ
📦 RAG Evaluations
20. Retrieval Only - Hands-on Lab – https://youtu.be/7d1p2AyUr28
21. Retrieval + Response Generation - Hands-on Lab – https://youtu.be/4o-Yrvx5pVA
⚙️ Data Automation (BDA)
22. Data Automation Overview – https://youtu.be/aA2f1bwC3RA
23. Standard Output - All Modalities – https://youtu.be/GrpUGt1mXM8
24. Create Custom Blueprint with AI – https://youtu.be/CeX-t_r9JkM
25. Custom Output - Image Modality – https://youtu.be/fqb-iLHiboE
26. Custom Output - Document Modality – https://youtu.be/qqQK4GuYWmw
🤖 Multi-Agent Collaboration
27. Social Media Post Generator – https://youtu.be/mU6sNYuMaCw
28. Multilingual Translator – https://youtu.be/20U3cjVB1AQ
🧬 Model Customization
29. Model Customization Overview – https://youtu.be/M4VuNhCvBQ0
30. Model Distillation using Synthetic Data (Lab) – https://youtu.be/HGPbqDHsTTI
31. Model Customization and Fine-Tuning using Labeled Data – https://youtu.be/SGKnfdNiWNE
32. Model Customization and Continued Pre-training using Unlabeled Data – https://youtu.be/c7583s2oCco
You don’t need to know everything.
You just need to begin.
#AmazonBedrock #AWS #GenerativeAI #CloudComputin #AIonAWS #NamrataShah #AWSHero #BuildOnBedrock #WomenInLeadership
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Recording on my LIVE session with AWS She builds - Learning to Leading: A Master Class with AWS Hero Namrata Shah is available. Go to : https://www.youtube.com/watch?v=elHtv...
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Join me LIVE on this Friday, 11th April 2025 at 12:00pm as I'm speaking at AWS She builds - Learning to Leading: A Master Class with AWS Hero Namrata Shah.
Go to : https://www.youtube.com/watch?v=elHtv...
This unique session combines personal insights, career guidance, and hands-on technical demonstration with Amazon Bedrock creating a career advisor. As a successful tech leader and educator with 18,000+ YouTube subscribers, Namrata will share how she overcame challenges, maintains continuous learning, and balances corporate leadership with community contributions.
Whether you're aspiring to become an AWS Hero, looking to advance your cloud career, or interested in practical AI implementation, this session offers valuable insights for all levels of cloud practitioners.
See you on Friday 11th April 2025!
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Recording of my breakout session DEV331 at re:Invent 2024 is now available on YouTube. watch video on watch page
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I will be there at AWS re:Invent 2024 from Dec 1 to 6 co-hosting sessions DEV205 and DEV331. Happy to meet and network.
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Sorry, tomorrow's live stream is canceled.
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I will be live on 23rd July Sunday at 11am EDT or 8:30pm IST to provide career coaching to anyone who is impacted by layoffs or is looking for a job. Please join the live stream on my YouTube channel at -
youtube.com/live/nwNbfIRR8U0?feature=share
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Wishing a happy holiday season to everyone. Disconnect, relax and recharge. See you all in 2023. :) #happyholidays #rechargeyourself #relax #byebye2022 #hello2023
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Apple / AWS Developers Podcast - Episode 064 - DevOps with Namrata Shah
In this episode, Emily and Dave chat with Namrata Shah, Managing Director, PwC, about all things DevOps. Namrata has over two decades of consulting experience where she managed very large Developers teams. In this episode she shares her DevOps journey through the years, what developers look for in the real world around DevOps, what an ideal DevOps Tool would be that doesn’t exist today, and what the future of AIOps, NoOps, and DevOps itself might look like.
podcasts.apple.com/us/podcast/episode-064-devops-w…
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This channel is run by Namrata H Shah (Nam) who is a dynamic passionate technical woman leader and a life long learner. She has over 16+ years of professional information technology consulting experience.
Nam has received several titles in her professional career, she is an AWS Hero and a receiver of Microsoft’s Prestigious Most Valuable Professional (MVP) title for two consecutive years along with being a Virtual Technology Specialist for BizTalk. She has several certifications under her belt including AWS CSAA, PMP (Certified till 2023), CSM, CSPO, CSD, Six Sigma (Green Belt), SAFe and TOGAF 9.1.
LinkedIn Profile - www.linkedin.com/in/namratashah
MVP Profile - mvp.microsoft.com/en-us/PublicProfile/21142?fullNa…
AWS Hero - aws.amazon.com/developer/community/heroes/namrata-…
Twitter - @CNamratha
18 December 2017