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Rami Krispin

@ramikrispin.bsky.social

7.8K followers 2.2K following 1.1K posts

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

ramikrispin.substack.com

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Rami Krispin @ramikrispin.bsky.social · Jul 7

Launching a new newsletter - The AIOps 🥳

This newsletter is going to focus, as the name implies, on AI/ML Ops, and it is going to be solely hands-on tutorials, and the plan is to use this platform as a baseline for a future book 📚.

📌 Subscribe over here -> theaiops.substack.com

#ai #mlops #docker

The AIOps Newsletter | Rami Krispin | Substack

Hands-on guides to the world of MLOps and AIOps. Click to read The AIOps Newsletter, by Rami Krispin, a Substack publication with hundreds of subscribers.

theaiops.substack.com

2 1 9

Rami Krispin @ramikrispin.bsky.social · 3h

This could be a great start for a bad dad joke - a whale 🐳, a snake 🐍, and a parrot 🦜 entered a bar... 😅

New tutorial available on Medium (for subscribers): medium.com/data-science...

And open in my newsletter: theaiops.substack.com

#ai #docker #python

Running a LangChain 🦜🔗 Application with Docker Model Runner 🐳

This is the fifth tutorial and last (for now) in the Docker Model Runner sequence

medium.com

1 3

Rami Krispin @ramikrispin.bsky.social · 1d

Andrew Ng's new Deep Learning Course 👇🏼

www.youtube.com/watch?v=_NLH...

#ai #deeplearning

Stanford CS230 | Autumn 2025 | Lecture 1: Introduction to Deep Learning

YouTube video by Stanford Online

www.youtube.com

Rami Krispin @ramikrispin.bsky.social · 1d

A great illustration of how the Support Vector Machine algorithm is working:

substack.com/home/post/p-...

#machinelearning

SVM by Hand ✍️

Support Vector Machines (SVMs) reigned supreme in machine learning before the ascendancy of the deep learning revolution.

substack.com

Rami Krispin @ramikrispin.bsky.social · 2d

I came across the Foretell project today—an R library for forecasting customer retention based on Fader and Hardie et al. probability mixture models. Looks really interesting for those working with cohort data 👀:

github.com/sriharitn/fo...

#RStats

GitHub - sriharitn/foretell: Project Customer Retention based on Fader and Hardie et. al. Probability Mixture Models

Project Customer Retention based on Fader and Hardie et. al. Probability Mixture Models - sriharitn/foretell

github.com

Rami Krispin @ramikrispin.bsky.social · 3d

This short tutorial by Shaw Talebi focuses on building an MCP server and using it to create a YouTube AI agent.

www.youtube.com/watch?v=w-Ml...

#ai

How to Build (Custom) AI Agents with MCP

YouTube video by Shaw Talebi

www.youtube.com

Rami Krispin @ramikrispin.bsky.social · 3d

I really love the Net Ninja channel content. This crash course by Net Ninja focuses on implementing AI into the coding workflow using GitHub Copilot with VS Code.

www.youtube.com/playlist?lis...

#AI

Coding with AI (Copilot) Tutorial - YouTube

Learn how to implement AI into your coding workflow using GitHub Copilot with VS Code.

www.youtube.com

Rami Krispin @ramikrispin.bsky.social · 3d

I have accumulated 13 random Docker tutorials on Medium over the past two years for both #rstats and #python, and for #VScode. I created a list with links:
medium.com/@rami.krispi...

List: Docker | Curated by Rami Krispin | Medium

Docker · Docker tutorials · 13 stories on Medium

medium.com

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Rami Krispin @ramikrispin.bsky.social · 3d

My weekly newsletter is out!

This week’s agenda:
🔹 Open Source of the Week - The quarto-svelte project
🔹 New learning resources -
🔹 Book of the week - R for Economic Research (second edition) by J. Renato Leripio

ramikrispin.substack.com/p/issue-56-r...

#rstats #ai #machinelearning #quartopub

Issue 56: R for Economic Research, the Quarto-Svelte Project, Stanford Transformer Playlist

A weekly curated update on data science and engineering topics and resources.

ramikrispin.substack.com

1 1 8

Rami Krispin @ramikrispin.bsky.social · 5d

I had the pleasure of attending and presenting at the LinkedIn AI in Work Day this week in San Francisco. I created a short summary of the talks and insights about the impact of AI on the job market.

www.linkedin.com/pulse/ai-wor...

AI in Work Day

I had the pleasure of attending and presenting at LinkedIn's AI in Work Day event this week in San Francisco. As the name implies, the event focused on AI's impact on the job market and the transforma...

www.linkedin.com

Rami Krispin @ramikrispin.bsky.social · 8d

Thanks, Australia 🇦🇺, for acknowledging that reviewing and submitting PRs can be a stressful process 😅

Image credit: Cybernews

Rami Krispin @ramikrispin.bsky.social · 9d

If you want to learn more about using GitHub templates: theaiops.substack.com/p/from-zero-...

From Zero to a Dockerized Development Environment in Minutes with GitHub Repository Templates

An effective approach for setting up a development environment

theaiops.substack.com

Rami Krispin @ramikrispin.bsky.social · 9d

➡️ Updated the build to multi-arch, supporting both arm64 and amd64 CPU architectures. This is super useful for cases where you are using Apple Silicon locally and deploy to GitHub Actions (or other systems) that are running on amd64 architecture

Rami Krispin @ramikrispin.bsky.social · 9d

I made the following updates that make this template more efficient:
➡️ Separated the image into two builds - dependencies (e.g., tools, Debian libraries, etc.) and the Python environment. This reduces the build time when starting a new project from minutes to seconds

Rami Krispin @ramikrispin.bsky.social · 9d

The goal of using a GitHub template is to reduce the cost of starting a new project. My Python template includes a clone of my local CLI tools (zsh, oh-my-zsh, etc.), core Debian dependencies, VScode settings, and UV settings to create a virtual environment.

github.com/RamiKrispin/...

GitHub - RamiKrispin/vscode-python-uv-template: A Python Environment Template for VScode with UV

A Python Environment Template for VScode with UV. Contribute to RamiKrispin/vscode-python-uv-template development by creating an account on GitHub.

github.com

1 1

Rami Krispin @ramikrispin.bsky.social · 9d

I updated my Python 🐍 Dockerized 🐳 development environment template over the weekend 👇🏼

#python #docker #vscode #github

1 3

Rami Krispin @ramikrispin.bsky.social · 9d

My weekly newsletter is out!

This week's agenda:
🔹 Open Source of the Week - The TimeCopilot Project
🔹 New learning resources
🔹 Book of the week - Modern Deep Learning Foundations by Dr. Barak Or

ramikrispin.substack.com/p/the-timeco...

#timeseries #ai #machinelearning

The TimeCopilot Project, Modern Deep Learning Foundations Book, New Tutorials

A weekly curated update on data science and engineering topics and resources.

ramikrispin.substack.com

1 1 6

Rami Krispin @ramikrispin.bsky.social · 15d

This is the way!

youtu.be/_pa1KLXuW0Y?...

The Mandalorian and Grogu | Official Trailer | In Theaters May 22, 2026

YouTube video by Star Wars

youtu.be

Rami Krispin @ramikrispin.bsky.social · 15d

Having a Docker/Airflow setting issue:
-The time it would take me to figure out the issue (Google it, trial and error, and Google again, etc.), probably ~1 hr
-The time Claude Code identifies the issue and comes up with the right setting ~1m

Now, scale it on a yearly basis - that is a great ROI
#ai

Rami Krispin @ramikrispin.bsky.social · 17d

This looks like a super interesting project 👀

github.com/AzulGarza/Ti...

#ai #timeseries #forecasting

GitHub - AzulGarza/timecopilot: TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple fou...

TimeCopilot: the GenAI Forecasting Agent. Built on LLMs and Time Series Foundation Models, it lets you forecast, cross-validate, and detect anomalies using multiple foundation models through a sing...

github.com

Rami Krispin @ramikrispin.bsky.social · 17d

And my R template:
github.com/RamiKrispin/...

#rstats

GitHub - RamiKrispin/vscode-r-template: A template for a dockerized R development environment for VScode

A template for a dockerized R development environment for VScode - RamiKrispin/vscode-r-template

github.com

Rami Krispin @ramikrispin.bsky.social · 17d

Here is an example for a Python template:
github.com/RamiKrispin/...

#python

GitHub - RamiKrispin/vscode-python-uv-template: A Python Environment Template for VScode with UV

A Python Environment Template for VScode with UV. Contribute to RamiKrispin/vscode-python-uv-template development by creating an account on GitHub.

github.com

Rami Krispin @ramikrispin.bsky.social · 17d

If you don't have a Medium subscription, the tutorial is available in my newsletter, The AIOps Newsletter, along with other tutorials.

theaiops.substack.com

The AIOps Newsletter | Rami Krispin | Substack

Hands-on guides to the world of MLOps and AIOps. Click to read The AIOps Newsletter, by Rami Krispin, a Substack publication with hundreds of subscribers.

theaiops.substack.com

Rami Krispin @ramikrispin.bsky.social · 17d

The following tutorial focuses on efficiently setting up a new Dockerized development environment with minimal time using GitHub repository templates with VScode and the Dev Containers extension.

The tutorial is available on Medium:

medium.com/p/6193f6d4ecb4

#docker #github #mlops #vscode

From Zero to a Dockerized Development Environment in Minutes with GitHub Repository Templates

An effective approach for setting up a development environment

medium.com

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Rami Krispin @ramikrispin.bsky.social · 18d

My weekly newsletter is out!

This week's agenda:
🔹 Open Source of the Week - The JuLS project
🔹 New learning resources
🔹 Book of the week - Model to Meaning by Vincent Arel-Bundock

ramikrispin.substack.com/p/the-juls-p...

#Julialang #RStats #python #datascience

The JuLS Project, Model to Meaning Book, Claude Code Tips, Airflow DAG Testing, Python Dictionaries

A weekly curated update on data science and engineering topics and resources.

ramikrispin.substack.com

Rami Krispin @ramikrispin.bsky.social · 23d

The fourth tutorial in the Docker Model Runner series focuses on working with LLMs locally with R using the ellmer library:

medium.com/data-science...

#ai #rstats #docker

Running OpenAI GPT OSS Locally with Docker Model Runner and R

This is the fourth tutorial in the Docker Model Runner series.

medium.com