Abdullah Aljuffri

If we knew what we were doing, it wouldn't be called RESEARCH, would it? -- Einstein Researcher@KACST

[Dhairya Karekar @dkare1009]

Goldmine for AI Engineers! 📌

If you're learning AI, ML, LLMs, or AI agents, don't waste hours jumping between random tutorials.

These are 10 repositories I'd actually keep bookmarked - from Python fundamentals to ML, LLMs, agents, and production AI.

1. Python - 100 Days

jackfrued/Python-100-Days

A 100-day Python learning path covering fundamentals, data analysis, web development, and more.

GitHub:
https://t.co/4wgQvkXE5K

2. Generative AI for Beginners

microsoft/generative-ai-for-beginners

A practical introduction to building Generative AI applications.

Covers:

• LLM fundamentals
• Prompt engineering
• RAG
• AI agents
• Fine-tuning
• AI application development

GitHub:
https://t.co/msVKJDOmqv

3. LLMs From Scratch

rasbt/LLMs-from-scratch

Want to understand what's actually happening inside an LLM?

Build one step by step.

Covers:

• Tokenization
• Embeddings
• Attention
• Transformers
• Training
• Fine-tuning

GitHub:
https://t.co/JINAI38zMD

4. Machine Learning for Beginners

microsoft/ML-For-Beginners

A structured 12-week, 26-lesson curriculum covering classical machine learning.

A good starting point if you want ML fundamentals before jumping into LLMs.

GitHub:
https://t.co/PGAj8GdlIc

5. OpenAI Cookbook

openai/openai-cookbook

A collection of practical examples and guides for building applications with OpenAI models.

Useful when you want to move from:

Learning → Building

GitHub:
https://t.co/n1Gu2273nY

6. Stable Diffusion

CompVis/stable-diffusion

Interested in generative image models?

This repository contains the original Stable Diffusion implementation and research code.

GitHub:
https://t.co/r1sPdSQgSR

7. AI Agents for Beginners

microsoft/ai-agents-for-beginners

A practical course for understanding and building AI agents.

Covers:

• Agentic AI
• RAG
• Agent frameworks
• Tool use
• Multi-agent systems

GitHub:
https://t.co/mQncZRuIyz

8. AI for Beginners

microsoft/AI-For-Beginners

A structured 12-week, 24-lesson introduction to AI.

Covers:

• Neural networks
• Computer vision
• NLP
• Deep learning
• Classical AI

GitHub:
https://t.co/UuSrvYalBd

9. LLM App

pathwaycom/llm-app

Focused on building practical LLM applications.

Explore:

• RAG
• AI pipelines
• Enterprise search
• Real-time data
• Vector search

GitHub:
https://t.co/DXcibjxGn3

10. Segment Anything

facebookresearch/segment-anything

A foundation model for promptable image segmentation.

Worth exploring if you're interested in computer vision and multimodal AI.

GitHub:
https://t.co/otXdFtpZO3

Don't bookmark all 10 and forget about them.

Pick based on where you are:

Python → Python-100-Days

ML → ML-For-Beginners

AI Fundamentals → AI-For-Beginners

LLMs → LLMs-from-scratch

Generative AI → Generative-AI-for-Beginners

Agents → AI-Agents-for-Beginners

Building → OpenAI Cookbook / LLM App

Computer Vision → Segment Anything

Pick one.

Build something.

Then move to the next.

[rtl-sdr.com @rtlsdrblog]

PZSDR: New AMD Zync Ultrascale Based SDR Crowd Funding on Crowd Supply https://t.co/GF0y8qX3yC

[Mahax @Mahaximus_]

Google Brain founder, Andrew Ng:

"Prompting will die in 6 months.

Loops and Graphs are what's replacing it."

In 2 hours, he shows exactly what the best engineers already build instead, and how to start building it yourself.

The missing piece most people skip: how to connect those loops into a graph that compounds every time it runs.

Watch it, then read the full guide on loops and graphs below.

[Lunar @LunarResearcher]

Ex-Google engineer just released a free 3-hour course on building and monetizing AI agents.

How to go from one agent to a full system that finds leads and makes money:

00:00 - Design an AI agent system
07:38 - Add human handoffs
19:27 - Understand RAG and vector databases
52:38 - Deploy agents to Google Cloud
1:25:57 - Turn agents into a paid WhatsApp business
1:33:00 - Convert conversations into leads
2:24:01 - Learn loops vs graphs
2:33:08 - Build a multi-tool agent graph

Most people are still building AI demos.

This course shows the full stack:

Agents → RAG → Deployment → Leads → Revenue

Building agents is the old workflow.

Monetizing agent systems is the new one.

This 3-hour watch covers more than most $500 paid courses.

Save it before everyone starts selling the same thing.

[Roan @RohOnChain]

Don't waste 2 years learning to build LLMs like Claude & ChatGPT.

Stanford just dropped a 2 hour course on how to build LLMs from scratch.

• 00:00 - LLM tokenization
• 25:44 - how LLMs decode user prompts
• 35:40 - training pipeline of LLMs
• 1:16:47 - LLM architecture from scratch

Anthropic pays $750,000/year to engineers who understand this exact knowledge of LLMs.

Bookmark this & give 2 hours today, no matter what. Then read the article below.

[Cline @cline]

DeepSeek silently updated their changelog with a new V4-Flash upgrade 1 hour ago.

Their new Terminal-Bench score is 82.7, a massive +25.8 point leap from its initial April preview score of 56.9.

Currently only available via their API, open weights release will follow shortly.

[Adam Taylor @ATaylorFPGA]

One of the important things in DSP is changing sampling rates. This week I am looking at the CIC filter from scratch which can help when we want to up or down convert sampling rates.

https://t.co/XqCgMpuRa2

[Seve @seveibar]

generating an FPGA dev board in ~52 minutes

[Praveen Kumar Verma @Alacritic_Super]

If you are building embedded, IoT, or edge AI devices, learn Zephyr RTOS.

Zephyr is a scalable, open-source real-time operating system hosted by the Linux Foundation, designed for resource-constrained microcontrollers and modern embedded systems.

What you will learn:
⚙️ Real-Time Operating Systems (RTOS)
🧵 Multithreading & Scheduling
⏱️ Deterministic Real-Time Systems
📡 Device Drivers
🔌 GPIO, UART, SPI, I²C, CAN & USB
📶 Bluetooth LE, Wi-Fi, Thread & Matter
🌐 Networking (IPv4, IPv6, TCP/IP, MQTT)
🔒 Secure Boot & Trusted Firmware
⚡ Power Management
📦 DeviceTree & Kconfig
🛠️ Board Porting & Hardware Abstraction
🧠 Embedded C/C++ & Rust
🤖 Edge AI & TinyML
🧪 Testing & Continuous Integration

📚 Learning resources
Documentation — https://t.co/DizGX9dPcb
GitHub — https://t.co/jocxWgiyy9
Zephyr Samples — https://t.co/39GTYr7tn8
Nordic DevAcademy (Zephyr) — https://t.co/q1V4V0y20n
Golioth Zephyr Tutorials — https://t.co/6fsEIpe5Kh

Build projects like:
🤖 Robots
🏠 Smart Home Devices
📡 IoT Sensors
⌚ Wearables
🚁 Drones
🚗 Automotive ECUs
🏭 Industrial Controllers
🔋 Battery-Powered Devices

Zephyr has become one of the leading RTOS choices for modern embedded development, combining real-time performance, broad hardware support, security, and a strong open-source ecosystem.

@ZephyrIoT @linuxfoundation

[Praveen Kumar Verma @Alacritic_Super]

If you want to become an Embedded Systems Engineer, learn Polling.

Polling is one of the simplest ways for a microcontroller to interact with peripherals. Instead of waiting for an interrupt, the CPU repeatedly checks whether a device is ready.

Learn these concepts:
🔄 Polling vs. Interrupts
⏱️ Busy Waiting
🧠 Event Loops
⚡ GPIO Polling
📡 UART Polling
🔌 SPI Polling
📶 I²C Polling
⏲️ Timers & Delays
🧵 Cooperative Scheduling
⚙️ State Machines (FSMs)
🛠️ Bare-Metal Programming
💻 Memory-Mapped I/O

When polling works well:
✅ Simple embedded applications
✅ Predictable execution
✅ Low-frequency events
✅ Easy debugging
✅ Resource-constrained MCUs

When interrupts are better:
⚡ High-speed peripherals
⚡ Real-time systems
⚡ Low-power devices
⚡ Event-driven applications
⚡ Multiple concurrent peripherals

Every embedded engineer should understand both polling and interrupts. Choosing the right approach depends on your application's latency, power, and real-time requirements.

[Seeed Studio @seeedstudio]

For makers turning ideas into hardware, every build counts.

The new Fusion Coupon Pack helps you save on PCB, PCBA, and shipping for your next prototype or small-batch order.

Claim it here 👉https://t.co/aomoUqIxL1

#seeedfusion #PCB #PCBA #makers #hardwaredesign #prototype

[وافي بن عبدالله @Dr_Wafy]

اللي اشتغل على القضية هو الصديق المحامي عبدالله السلمي
والحكم يعتبر سابقة قضائية وذلك أنه ينقض أصل استرداد الرسوم والتكاليف الدراسية (في كل الحالات) التي دفعتها الجامعة على المعيد والمحاضر المبتعث وفق مبدأ قانونيّ، أياً كان سبب استرداد الرسوم، الحكم تم تأييده من الاستئناف.
للتفاصيل أو لمن لديه قضية مشابهة ممكن يتواصل على واتس أب المحامي عبدالله
https://t.co/luDFCczVs7

[محمد بن عبدالله @Mohbabd]

والله والله فرصة لا تعوّض

أكاديمية STC نزلت دورة مجانية عن أساسيات تحليل البيانات بالتعاون مع مؤسسة مسك

الدورة مدتها 7 ساعات فقط + الشهادة ، تابع:

[RISC-V International @risc_v]

Explaining Computers recently put five RISC-V SBCs to the test: Orange Pi RV2, Banana Pi BPI-F3, Cyped Lite Pi 3A, Milk-V Jupiter, and VisionFive 2. From performance benchmarks and software support to storage speeds and power efficiency, each board highlighted progress and learnings from the growing RISC-V ecosystem.

Julian Horsey of @GeekyGadgets takes a closer look at how RISC-V could reshape the SBC landscape. 👉 Read the full story here: https://t.co/AUBzlUOwtO

[Alamy @AlamyCo_SA]

🚀 We're Hiring! 🚀

Alamy is looking for a Software Engineer / Mobile App Developer
📩 Apply now! Send your CV to [email protected]
#Hiring #SoftwareEngineer #MobileAppDeveloper #HealthTech #DigitalHealth #JoinAlamy

[Banana pi Open Source Hardware @sinovoip]

Free #DIY : #BananaPi BPI-Wifi6 #Router design with #Triductor TR6560 + TR5220 wifi SOC, Low cost opensource router. welcome for #OEM& #ODM
https://t.co/grUUUQDeOH
#Wifi6 #OpenWrt #wireless #IoT #network

[pimoroni @pimoroni]

New Product! Pimoroni Clipper HAT Mini - 4G LTE for Raspberry Pi. Receive and transmit data over 4G LTE cellular networks 📡 with ease - perfect for remote or mobile projects. 100MB FREE SIM included! 🔥 https://t.co/CHmswhhbkt

[adafruit industries @adafruit]

build your own Disney magic band scanner with #Adafruit Feather RP2040 and #CircuitPython https://t.co/iCqMdhbGbq #3dprinting DIY Disney Magic Band Reader https://t.co/bj7zPrUX4s

[linuxdevices @linuxdevices]

Waveshare ESP32-S3-AMOLED-1.91-M is an ESP32-S3 based dev board with 1.91″ display Accelerometer Gyroscope and more:

Waveshare has recently launched the ESP32-S3-AMOLED-1.91-M dev board which is an ESP32-S3-based board with a 1.91″...

The post Wavesha… https://t.co/8LaGTQv5BF

[Elon Musk @elonmusk]

Imagine an all-powerful woke AI