There is nothing that can beat R libraries hexagons... Also, a new R library 👇🏼 github.com/moodymudskip... #rstats
Rami Krispin
@ramikrispin.bsky.social
Senior Manager Data Science and Engineering at | Docker Captain 🐳| Time-series analysis & forecasting My newsletters: Weekly updates: https://ramikrispin.substack.com AIOps: https://theaiops.substack.com Forecasting: https://theforecaster.substack.com
Fine-Tune AI Models Locally with Unsloth Studio This tutorial walks through fine-tuning an open model locally with Unsloth Studio. It covers fine-tuning basics, LoRA vs. QLoRA, model and dataset setup, training, and comparing results with the base model. 📽️: www.youtube.com/watch?v=4Jof... #ai
How to Fine-Tune any AI Model Locally (FULL Tutorial)
YouTube video by Tech With Tim
youtube.com
Stanford CS229 Machine Learning - Spring 2026 👇🏼 Stanford Online's 17-lecture playlist covers supervised learning, neural networks, clustering, PCA, diffusion, representation learning, LLMs, transformers, and reinforcement learning. Playlist 📽️: www.youtube.com/playlist?lis...
"It works on my machine..." I have a new course focusing on Docker for AI/ML applications 👇🏼 www.linkedin.com/learning/doc... #docker #ai #mlops
Docker for Local AI App Development: Build Lightweight, Containerized AI Applications Online Class | LinkedIn Learning, formerly Lynda.com
Learn how to build, run, and ship AI‑powered application features inside Docker, using lightweight local models, AI APIs, and containerized RAG components.
linkedin.com
Issue 99 is out! This week's agenda: 🔹 Open Source of the Week - Forge3D by Milos Popovic, PhD 🔹 New learning resources 🔹 Book of the week - Transformers: The Definitive Guide by Nicole Königstein ramikrispin.substack.com/p/the-forge3... #ai #dataviz #python
The Forge3D Project, Transformers Beyond NLP | Issue 99
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
This workshop from OpenAI's Jason Liu walks through a practical Codex workflow. It covers long-running threads, memory, skills/plugins, computer use, automations, verified goals, and reasoning levels. 📽️: www.youtube.com/watch?v=il1c... #ai
Full Workshop: Setting Yourself Up for Success —Jason Liu, OpenAI Codex
YouTube video by AI Engineer
youtube.com
Issue 98 is out! This week’s agenda: 🔹 Open Source of the Week - the AI-Lake project 🔹 New learning resources 🔹 Book of the week - Designing Data-Intensive Applications, 2nd Edition by Martin Kleppmann and Chris Riccomini ramikrispin.substack.com/p/the-ai-lak... #ai #datascience #dataengineering
The AI-Lake Project, Codex for Beginners | Issue 98
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
The following tutorial by NeuralNine reviews Pi as a coding agent, compares it with OpenCode, and considers where it fits in local workflows using open-weight models. It is useful for developers evaluating coding-agent options. 📽️: www.youtube.com/watch?v=Xhli...
Pi Coding Agent is now my absolute favorite...
YouTube video by NeuralNine
youtube.com
Issue 97 is out! This week's agenda: 🔹 Open Source of the Week - skforecast-ai, forecasting AI agent 🔹 New learning resources 🔹 Book of the week - Practical LLM Evaluation for Production Systems ramikrispin.substack.com/p/the-skfore... #ai #datascience #forecasting
The skforecast-ai Project, Practical LLM Evaluation for Production Systems | Issue 97
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
Review of the new model - Kimi K3 Moonshot's 2.8T-parameter open-weights MoE model, inside Hermes Agent. The video covers architecture, long-horizon autonomy, benchmarks, coding, Three.js generation, and sub-agent orchestration. www.youtube.com/watch?v=Oqk2... #ai
First Look at Kimi K3: The Biggest, Smartest Open Weights Model Ever?
YouTube video by Tonbi's AI Garage
youtube.com
This 15-minute tutorial by DevOps Toolbox reviews common Dockerfile "best practices" and when they may not improve the final image or app. It focuses on Dockerfile assumptions, build speed, application performance, and container infrastructure. www.youtube.com/watch?v=aZ_y...
5 Dockerfile “Best Practices” That Are Actually Wrong
YouTube video by DevOps Toolbox
youtube.com
Docker's new tutorial shows how to run NanoClaw inside a MicroVM sandbox on a Mac. It covers the differences in isolation from standard containers, sandbox setup, Claude Code installation, NanoClaw configuration, and launching the first agent. www.youtube.com/watch?v=8Zbt... #docker #ai
Run NanoClaw on MacBook Safely with Docker MicroVM Sandboxes
YouTube video by Docker
youtube.com
MiniMax-M3 is a open-weighted native multimodal model with 1M context, ~428B total and ~23B active parameters. It handles text, images, and video, uses MiniMax Sparse Attention, and supports local serving with SGLang, vLLM, and Transformers. Repo: github.com/MiniMax-AI/M... #ai #opensource
GitHub - MiniMax-AI/MiniMax-M3
Contribute to MiniMax-AI/MiniMax-M3 development by creating an account on GitHub.
github.com
This is really a great tutorial for running an LLM locally on a Mac. Beyond the Mac setup, great explanation on how to read the model spec on Hugging Face. www.youtube.com/watch?v=Exov... #ai
Total Beginners Guide to Local AI on Mac
YouTube video by Samuel Gregory
youtube.com
OpenScience is a new open-source AI workbench for scientific research: browser workspace + research agents that can read literature, write/run code, run experiments, query scientific databases, and write up results. github.com/synthetic-sc... #ai #opensource
GitHub - synthetic-sciences/openscience: The open-source AI workbench for scientific research
The open-source AI workbench for scientific research - synthetic-sciences/openscience
github.com
My newsletter is out 👇🏼 🔹 Open Source of the Week - The Tau project 🔹 New learning resources 🔹 Book of the week - Autonomous Data Security: Creating a Proactive Enterprise Protection Plan by Priyanka Neelakrishnan ramikrispin.substack.com/p/tau-autono...
Tau, Autonomous Data Security | Issue 96
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
1/5 Meta is back in the AI model API game. Muse Spark 1.1 is a new multimodal reasoning model for agentic tasks, now available through the Meta Model API public preview. ai.meta.com/blog/introdu...
Introducing Muse Spark 1.1
ai.meta.com
AI developers - how do you manage parallel features development of text elements (skills/prompts/agents) and avoid git merge conflicts? #ai
Tau is a nice open-source project from Hugging Face for learning how coding agents are built. It separates the stack into tau_ai, tau_agent, and tau_coding: provider stream, reusable agent harness, and terminal coding app. Repo: github.com/huggingface/... #ai #aiagents #opensource
GitHub - huggingface/tau: a minimalist agent that teaches you to create coding agents
a minimalist agent that teaches you to create coding agents - huggingface/tau
github.com
All the talks from the DuckCon conference 🦆 are now available: www.youtube.com/playlist?lis... #data #duckdb #dataengineering #datascience
My weekly newsletter is out! This week's agenda: 🔹 Open Source of the Week - NumPyro Forecast 🔹 New learning resources 🔹 Book of the week - The Orange Book of Machine Learning - Green edition by Carl McBride Ellis ramikrispin.substack.com/p/numpyro-fo... #ai #datascience #machinelearning
NumPyro Forecast, The Orange Book of Machine Learning | Issue 95
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
Fable 5 is finally here! Amazing news: we can now upgrade from a model we barely use 20% of to a model we’ll use 10% of, for roughly double the cost. What a magical time to be alive 🤣 #ai
Hi, I'm Rami, and I only learned about the context command in Claude Code today. 🫣 Now I'm wondering... what other hidden gems am I missing?
A great and concise tutorial, hopefully part of a sequence, explaining how to AI harness is working and how to build your own: www.youtube.com/watch?v=5duo...
How to Build a Coding Agent | 3-Layer Architecture
YouTube video by Alejandro AO
youtube.com
I shut down by online courses at End-to-End Machine Learning 18 months ago. Wrote a blog post and everything. But the platform I was using hasn't bothered to take them down. So they're just sitting there, all for free. Prego. end-to-end-machine-learning.teachable.com
A great workshop from the Anthropic team about how to design, build and maintain agent: www.youtube.com/watch?v=mWvt... #ai #claude
Tool, skill, or subagent? Decomposing an agent that outgrew its prompt
YouTube video by Claude
youtube.com
NumPyro Forecast - a new Bayesian framework for forecasting, using JAX/NumPyro on the backend to produce a probabilistic forecast. github.com/juanitorduz/... #forecasting #stats #python #bayesian
GitHub - juanitorduz/numpyro_forecast: Forecasting Models in NumPyro
Forecasting Models in NumPyro. Contribute to juanitorduz/numpyro_forecast development by creating an account on GitHub.
github.com