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Joined January 2009
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Jira For Scrum Masters -> apetech.me/scrumMasters.html
Alex | Apetech | Jira Expert retweeted
this guy literally put a full AI engineering curriculum on GitHub and made it 100% FREE 🤯
435 lessons.
20 phases.
320 hours.
The rule that makes this curriculum completely different:
Every algorithm gets implemented from raw math before a single framework gets imported.
You build the backprop.
You build the tokenizer.
You build the attention mechanism.
By the time you use PyTorch, it’s just a shortcut for something you already know how to code from scratch.
It spans four languages:
→ Python for ML pipelines
→ TypeScript for agent tooling
→ Rust for performance-critical components
→ Julia for numerical computation
And the best part?
Every single lesson ships something you can actually use.
You walk away with fully deployable prompts, SKILL. md files, agents, and MCP servers.
The curriculum scales from foundational math all the way up to autonomous agent swarms and production infrastructure.
Free, open-source, and MIT licensed.
repo in 🧵↓
Alex | Apetech | Jira Expert retweeted
Top YouTube Channels to Master Tech Skills.
1. SQL
youtube.com/@joeyblue1
2. Excel
youtube.com/@excelisfun
3. Statistics
youtube.com/@statquest
4. Math
youtube.com/playlist?list=PL…
5. Python
youtube.com/@BroCodez
6. Data Analysis
youtube.com/@AlexTheAnalyst
7. Machine Learning
youtu.be/i_LwzRVP7bg?si=iHHM…
8. Deep Learning
youtube.com/@deeplizard
9. Java
youtube.com/@Telusko
10. Big Data
youtube.com/@thedatatech
11. Data Engineering
youtu.be/PHsC_t0j1dU?si=XNMg…
12. NLP (Natural Language Processing)
youtube.com/@codebasics
13. Computer Vision & AI
youtu.be/P4Z8_qe2Cu0?si=ahb0…
14. Generative AI
youtube.com/@sunnysavita10
15. University-Level Courses
youtube.com/@stanfordonline
youtube.com/@mitocw
16. All-in-One Learning
youtube.com/@freecodecamp
Like
Repost
Bookmark
Follow
@ai_explorer25
for more of these free courses. productivity content.
I'll send you in the DM.
Alex | Apetech | Jira Expert retweeted
Forget the noise.
If you want a solid foundation in AI, this 9-part @Stanford series is still one the gold standards.
Just the core fundamentals explained by the people who teach this for a living.
Lecture 1 - Transformer:
→ youtube.com/watch?v=Q86qzJ1K…
Lecture 2 - Transformer-Based Models & Tricks:
→ youtube.com/watch?si=PxU67AL…
Lecture 3 - Transformers & Large Language Models: → youtube.com/watch?v=VlA_jt_3…
Lecture 4 - LLM Training:
→ youtube.com/watch?v=VlA_jt_3…
Lecture 5 - LLM tuning:
→ youtube.com/watch?v=PmW_TMQ3…
Lecture 6 - LLM Reasoning:
→ youtube.com/watch?v=k5Fh-UgT…
Lecture 7 - Agentic LLMs:
→ youtube.com/watch?v=h-7S6HNq…
Lecture 8 - LLM Evaluation:
→ youtube.com/watch?v=8fNP4N46…
Lecture 9 - Recap & Current Trends:
→ youtube.com/watch?v=Q86qzJ1K…
Master the basics, and the rest gets easy.
Alex | Apetech | Jira Expert retweeted
A Google Cloud engineer just showed how to build a full app with Claude from scratch
he spent 26 minutes showing exactly what one person with Claude can do, completely free
worth more than any $500 vibe-coding course
here's what he covers:
> raw idea to deployed app in a single session
> using Claude as the entire engineering team
> the exact workflow they use at Google
> no big team, no prior experience needed
the people who figure out what Claude can actually do are building things everyone else thinks requires a team
that's exactly why I put together a guide on Claude features most people have no idea exist
the guide is in the article below
Alex | Apetech | Jira Expert retweeted
Anthropic pays $750,000+ a year for engineers who know how to build LLMs from scratch.
Stanford just released the exact lecture that teaches it - 1 hour 44 minutes, free, straight from CS229.
Bookmark and watch it this weekend.
It'll teach you more about how ChatGPT & Claude actually work than most people at top AI companies learn in their entire careers.
Alex | Apetech | Jira Expert retweeted
Anthropic just showed a 27-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free. No registration. No paywall.
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now.
Alex | Apetech | Jira Expert retweeted
🚨 Anthropic just showed a 28-minute workshop on how to actually do prompts for Claude.
Taught by the people who built it.
Free to watch. No signup. Pure gold
I've seen $300 courses that don't cover what they teach in the first 8 minutes.
Watch it and bookmark it now.
Alex | Apetech | Jira Expert retweeted
Best YouTube Channels To Learn in 2026
1. Cybersecurity – John Hammond
2. Artificial Intelligence – Andrej Karpathy
3. AI Research Breakdown – Yannic Kilcher
4. Web Development – The Net Ninja
5. Python Programming – Corey Schafer
6. DevOps – TechWorld with Nana
7. Cloud Computing – AWS re:Invent
8. Data Analytics – Luke Barousse
9. System Design – Gaurav Sen
10. Databases – Hussein Nasser
11. Low-Level Programming – The Cherno
12. Linux – Learn Linux TV
13. Networking – David Bombal
14. Math for ML – 3Blue1Brown
Alex | Apetech | Jira Expert retweeted
After 6 months of using NotebookLM, I can say it's the research tool that has revolutionized my workflow the most.
But only because I learned these 10 prompts.
Here's the complete system that turns 200 pages into clear answers in under an hour:
Alex | Apetech | Jira Expert retweeted
Learn Linux Absolutely FREE.
Best courses for Beginners in 2026:
1. Linux Commands
youtube.com/playlist?list=PL…
2. Linux Crash Course
youtube.com/playlist?list=PL…
3. Linux for Hackers
youtube.com/playlist?list=PL…
4. Linux Zero to Hero
youtube.com/playlist?list=PL…
5. Bash Scripting
youtube.com/playlist?list=PL…
6. Linux for Hackers
youtube.com/watch?v=YJUVNlmI…
Alex | Apetech | Jira Expert retweeted
15 blogs that will help you become a better engineer:
1. Uber Engineering: uber.com/blog/engineering
2. Airbnb Tech Blog: airbnb.tech/blog
3. OpenAI Engineering: openai.com/news/engineering
4. AWS Architecture: aws.amazon.com/blogs/archite…
5. Netflix TechBlog: netflixtechblog.com
6. Discord Engineering: discord.com/category/enginee…
7. Anthropic Engineering: anthropic.com/engineering
8. NVIDIA Developer: developer.nvidia.com/blog
9. Slack Engineering: slack.engineering
10. Cloudflare Blog: blog.cloudflare.com/tag/engi…
11. Figma Tech Blog: figma.com/blog/engineering
12. Shopify Engineering: shopify.engineering
13. Stripe Engineering: stripe.com/blog/engineering
14. Microsoft Engineering: devblogs.microsoft.com/engin…
15. GitHub Engineering: github.blog/engineering
What other blogs should be on this list?
🔖 Save for later.
🤝Follow me for more resources
📷 Repost to help other engineers learn and grow.
Alex | Apetech | Jira Expert retweeted
Harvard made its Senior Engineer roadmap available to the public at no cost.
Stop paying for $2,000 bootcamps. Prof. Vijay Janapa Reddi just put the entire ML Systems (CS249r) curriculum on GitHub.
If you master these 6 pillars, you're ahead of 99% of the field:
🏛️ Architecture
🚿 Data Pipelines
🚢 Production
🛠️ MLOps
🔋 Edge AI
🔒 Privacy
This is the "Black Box" of Big Tech infrastructure, open-sourced.
Read. Learn. Bookmark.
Alex | Apetech | Jira Expert retweeted
Anthropic just launched the Claude Architect Certification!
You’ll have to complete 60 multiple-choice questions across five competency areas in a single session. No external resources or breaks.
Here’s how I’m planning to prepare for it (steal my roadmap):
Week 1
Complete the recommended courses:
- Building with the Claude API
- Introduction to Model Context Protocol
- Claude Code in Action
- Claude 101
Week 2
Build real projects with:
- Claude Code
- Agent SDK
- Anthropic API
- MCP
Week 3
Get familiar with the exam structure and guide:
- Go through the six exam scenarios
- Get familiar with the five competency areas / domains
- Learn the skills needed for each task assessment
Week 4
Do the preparation exercises from the exam guide:
- Build a Multi-Tool Agent with Escalation Logic
- Configure Claude Code for a Team Development Workflow
- Build a Structured Data Extraction Pipeline
- Design and Debug a Multi-Agent Research Pipeline
Week 5
- Take the practice exam
- Aim for a score greater than 850 / 1000
Week 6
- Take the real exam
- Only one attempt allowed
NOTES:
- At this point the certification is exclusive for Anthropic Partners and early access is free for first 5,000 partner company employees.
- Your mileage may vary depending on your skill level. E.g. It may take 2 weeks for some but 10 weeks for others.
If you are eligible, register here → lnkd.in/eEYwUGV5
Alex | Apetech | Jira Expert retweeted
Google just dropped a FREE AI Agents course.
And almost no one is talking about it.
10+ code samples, whitepapers, hands-on projects... all in one place.
Here’s the full breakdown (5 days):
Day 1: Foundations of AI Agents
Learn how agents actually work:
• Architecture
• Capabilities
• How they differ from LLMs
→ Build systems that can perceive, plan, act
Whitepaper: lnkd.in/grYivvCW
Code: lnkd.in/gcDruAx7
Day 2: Tools & MCP (Model Context Protocol)
Agents don’t work alone.
Learn:
• Tool usage & APIs
• MCP architecture
• Human-in-the-loop workflows
Whitepaper: lnkd.in/gnU9yqqW
Code: lnkd.in/g5ZQHGzg
Day 3: Context Engineering (Memory)
This is where agents become powerful.
• Sessions → short-term memory
• Persistent memory → long-term learning
Whitepaper: lnkd.in/g9WztfuP
Code: lnkd.in/g4mQEtPE
Day 4: Agent Quality
Production-ready systems need reliability.
Learn:
• Logs, traces, metrics
• Evaluation frameworks
• LLM-as-a-judge
Whitepaper: lnkd.in/g-SAMSpV
Code: lnkd.in/gJxMN46g
Day 5: From Prototype → Production
Where most people fail.
• Deployment strategies
• Scaling agents
• Agent-to-Agent communication
• Vertex AI ecosystem
Whitepaper: lnkd.in/gnUAscjM
Code: lnkd.in/gnikixYA
This is basically a complete roadmap to building AI agents in 2026.
And it’s 100% free.
Save this. You’ll need it later 💾
Like 👍 • Repost ♻️
Follow for no-BS AI insights 🚀
Alex | Apetech | Jira Expert retweeted
A senior Google engineer just dropped a 421-page doc called Agentic Design Patterns.
Every chapter is code-backed and covers the frontier of AI systems:
→ Prompt chaining, routing, memory
→ MCP & multi-agent coordination
→ Guardrails, reasoning, planning
This isn’t a blog post. It’s a curriculum. And it’s free.
