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
My newsletters:
Weekly updates: https://ramikrispin.substack.com
AIOps: https://theaiops.substack.com
Forecasting: https://theforecaster.substack.com
Pinned
Build with AI: SQL Agents with Large Language Models Online Class | LinkedIn Learning, formerly Lynda.com
Learn how to build an AI SQL agent from scratch using Python and different LLM frameworks.
www.linkedin.com
🚀 Excited to share my new LinkedIn Learning course — SQL Agents with Large Language Models!
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
A great visual explanation of the Laplace transformation by the 3Blue1Brown channel.
www.youtube.com/watch?v=j0wJ...
www.youtube.com/watch?v=j0wJ...
But what is a Laplace Transform?
YouTube video by 3Blue1Brown
www.youtube.com
November 12, 2025 at 1:32 PM
A great visual explanation of the Laplace transformation by the 3Blue1Brown channel.
www.youtube.com/watch?v=j0wJ...
www.youtube.com/watch?v=j0wJ...
Excited to present at the Latin R conference about forecasting with linear regression with R!
Registration: www.eventbrite.cl/e/forecastin...
#rstats #datascience #forecasting #timeseries
Registration: www.eventbrite.cl/e/forecastin...
#rstats #datascience #forecasting #timeseries
Forecasting with regression models
This workshop focuses on the foundation of feature-based forecasting with linear regression using R.
www.eventbrite.cl
November 8, 2025 at 10:02 PM
Excited to present at the Latin R conference about forecasting with linear regression with R!
Registration: www.eventbrite.cl/e/forecastin...
#rstats #datascience #forecasting #timeseries
Registration: www.eventbrite.cl/e/forecastin...
#rstats #datascience #forecasting #timeseries
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The OpenMetadata project
🔹 New learning resources
🔹 Book of the week - Hands-On Machine Learning with Scikit-Learn and PyTorch by Aurélien Géron
ramikrispin.substack.com/p/issue-61-t...
#ai #llm #datascience #data
This week’s agenda:
🔹 Open Source of the Week - The OpenMetadata project
🔹 New learning resources
🔹 Book of the week - Hands-On Machine Learning with Scikit-Learn and PyTorch by Aurélien Géron
ramikrispin.substack.com/p/issue-61-t...
#ai #llm #datascience #data
Issue 61: The OpenMetadata Project, New ML Book, Stanford New LLM Course
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
November 8, 2025 at 4:45 PM
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The OpenMetadata project
🔹 New learning resources
🔹 Book of the week - Hands-On Machine Learning with Scikit-Learn and PyTorch by Aurélien Géron
ramikrispin.substack.com/p/issue-61-t...
#ai #llm #datascience #data
This week’s agenda:
🔹 Open Source of the Week - The OpenMetadata project
🔹 New learning resources
🔹 Book of the week - Hands-On Machine Learning with Scikit-Learn and PyTorch by Aurélien Géron
ramikrispin.substack.com/p/issue-61-t...
#ai #llm #datascience #data
I created a short step-by-step guide for setting up OpenCode to run LLMs locally with DMR.
theaiops.substack.com/p/setting-up...
#ai #llm #docker #opensource #datascience
theaiops.substack.com/p/setting-up...
#ai #llm #docker #opensource #datascience
Setting Up OpenCode with Local Models
A completely open and free alternative to Claude Code
theaiops.substack.com
November 4, 2025 at 1:50 PM
I created a short step-by-step guide for setting up OpenCode to run LLMs locally with DMR.
theaiops.substack.com/p/setting-up...
#ai #llm #docker #opensource #datascience
theaiops.substack.com/p/setting-up...
#ai #llm #docker #opensource #datascience
The useR! 2025 conference virtual talks are available on YouTube 👇🏼👇🏼👇🏼
www.youtube.com/playlist?lis...
#rstats
www.youtube.com/playlist?lis...
#rstats
useR! 2025 Virtual Talks - YouTube
A playlist containing all the virtual talks from useR! 2025. Please contact us if you see an issue with a video.
www.youtube.com
November 3, 2025 at 1:52 AM
The useR! 2025 conference virtual talks are available on YouTube 👇🏼👇🏼👇🏼
www.youtube.com/playlist?lis...
#rstats
www.youtube.com/playlist?lis...
#rstats
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The expectation project
🔹 New learning resources
🔹 Book of the week - Humanizing AI Strategy by Tiankai Feng
ramikrispin.substack.com/p/issue-60-t...
#ai #python #llm
This week’s agenda:
🔹 Open Source of the Week - The expectation project
🔹 New learning resources
🔹 Book of the week - Humanizing AI Strategy by Tiankai Feng
ramikrispin.substack.com/p/issue-60-t...
#ai #python #llm
Issue 60: The Expectation Project, the Humanizing AI Strategy Book, Google's AI Agents Course
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
November 2, 2025 at 5:11 PM
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The expectation project
🔹 New learning resources
🔹 Book of the week - Humanizing AI Strategy by Tiankai Feng
ramikrispin.substack.com/p/issue-60-t...
#ai #python #llm
This week’s agenda:
🔹 Open Source of the Week - The expectation project
🔹 New learning resources
🔹 Book of the week - Humanizing AI Strategy by Tiankai Feng
ramikrispin.substack.com/p/issue-60-t...
#ai #python #llm
I had the pleasure of presenting this week at the ODSC AI conference about running LLMs locally with Docker Model Runner.
Workshop materials are available here:
github.com/RamiKrispin/...
#ai #llm #docker
Workshop materials are available here:
github.com/RamiKrispin/...
#ai #llm #docker
GitHub - RamiKrispin/odsc-ai-2025-dmr-workshop: Materials for the ODSC-AI 2025 workshop - Running LLMs Locally with Docker Model Runner
Materials for the ODSC-AI 2025 workshop - Running LLMs Locally with Docker Model Runner - RamiKrispin/odsc-ai-2025-dmr-workshop
github.com
October 30, 2025 at 12:50 PM
I had the pleasure of presenting this week at the ODSC AI conference about running LLMs locally with Docker Model Runner.
Workshop materials are available here:
github.com/RamiKrispin/...
#ai #llm #docker
Workshop materials are available here:
github.com/RamiKrispin/...
#ai #llm #docker
October 26, 2025 at 6:03 PM
TIL that you can pull the weather via the command line with curl 😅
Try it yourself 👇🏼
curl wttr.in/your_city_name
Try it yourself 👇🏼
curl wttr.in/your_city_name
October 25, 2025 at 2:43 PM
TIL that you can pull the weather via the command line with curl 😅
Try it yourself 👇🏼
curl wttr.in/your_city_name
Try it yourself 👇🏼
curl wttr.in/your_city_name
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The foretell project
🔹 New learning resources
🔹 Book of the week - Slidecrafting by Emil Hvitfeldt
ramikrispin.substack.com/p/issue-59-t...
#rstats #python #ai #quartopub
This week’s agenda:
🔹 Open Source of the Week - The foretell project
🔹 New learning resources
🔹 Book of the week - Slidecrafting by Emil Hvitfeldt
ramikrispin.substack.com/p/issue-59-t...
#rstats #python #ai #quartopub
Issue 59: The foretell Project, Slidecrafting with Quarto, Python for AI
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
October 25, 2025 at 1:56 PM
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The foretell project
🔹 New learning resources
🔹 Book of the week - Slidecrafting by Emil Hvitfeldt
ramikrispin.substack.com/p/issue-59-t...
#rstats #python #ai #quartopub
This week’s agenda:
🔹 Open Source of the Week - The foretell project
🔹 New learning resources
🔹 Book of the week - Slidecrafting by Emil Hvitfeldt
ramikrispin.substack.com/p/issue-59-t...
#rstats #python #ai #quartopub
If I need to guess, the most frequent command I use daily in the terminal is the cd command.
The zoxide is an alternative to the cd command, and it is based on learning your historical cd movement in the terminal and applying fuzzy matching. This CLI tool supports most major shells.
#datascience
The zoxide is an alternative to the cd command, and it is based on learning your historical cd movement in the terminal and applying fuzzy matching. This CLI tool supports most major shells.
#datascience
October 22, 2025 at 1:31 PM
If I need to guess, the most frequent command I use daily in the terminal is the cd command.
The zoxide is an alternative to the cd command, and it is based on learning your historical cd movement in the terminal and applying fuzzy matching. This CLI tool supports most major shells.
#datascience
The zoxide is an alternative to the cd command, and it is based on learning your historical cd movement in the terminal and applying fuzzy matching. This CLI tool supports most major shells.
#datascience
My new course with LinkedIn for Learning - Build with AI: SQL Agents with Large Language Models is out! 🚀
Here is what it covers 👇🏼
open.substack.com/pub/ramikris...
#ai #sql #python
Here is what it covers 👇🏼
open.substack.com/pub/ramikris...
#ai #sql #python
New Course: Build SQL AI Agent from Scratch
Hi friends!
open.substack.com
October 21, 2025 at 6:18 PM
My new course with LinkedIn for Learning - Build with AI: SQL Agents with Large Language Models is out! 🚀
Here is what it covers 👇🏼
open.substack.com/pub/ramikris...
#ai #sql #python
Here is what it covers 👇🏼
open.substack.com/pub/ramikris...
#ai #sql #python
Tell me that your GitHub Actions pipelines running on AWS without tell me that they are running on AWS... 😅
October 20, 2025 at 4:40 PM
Tell me that your GitHub Actions pipelines running on AWS without tell me that they are running on AWS... 😅
How big is AWS? Most of the apps I tried to use this morning are down due to the AWS outage…
October 20, 2025 at 2:33 PM
How big is AWS? Most of the apps I tried to use this morning are down due to the AWS outage…
I heavily adopt vibe coding in my workflow. Here is my learning so far. Here are my lessons learned so far 👇🏼
ramikrispin.substack.com/p/vibe-codin...
#ai #vibecoding #datascience
ramikrispin.substack.com/p/vibe-codin...
#ai #vibecoding #datascience
Vibe Coding - Lessons Learned... So Far
I heavily adopt vibe coding in my workflow. Here is my learning so far.
ramikrispin.substack.com
October 20, 2025 at 1:52 PM
I heavily adopt vibe coding in my workflow. Here is my learning so far. Here are my lessons learned so far 👇🏼
ramikrispin.substack.com/p/vibe-codin...
#ai #vibecoding #datascience
ramikrispin.substack.com/p/vibe-codin...
#ai #vibecoding #datascience
Reposted by Rami Krispin
This newsletter is cool. Thanks for the time and resource, @ramikrispin.bsky.social!
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
Issue 58: GitHub Spec-Kit Project, Python in Excel Book, LangGraph, Python, RAG, and MCP Tutorials
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
October 18, 2025 at 3:01 PM
This newsletter is cool. Thanks for the time and resource, @ramikrispin.bsky.social!
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
Issue 58: GitHub Spec-Kit Project, Python in Excel Book, LangGraph, Python, RAG, and MCP Tutorials
A weekly curated update on data science and engineering topics and resources.
ramikrispin.substack.com
October 18, 2025 at 12:48 PM
My weekly newsletter is out!
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
This week’s agenda:
🔹 Open Source of the Week - The Spec-Kit project
🔹 New learning resources
🔹 Book of the week - Python in Excel Step-by-Step by David Langer
ramikrispin.substack.com/p/issue-58-g...
#python #ai #datascience
🚀 Excited to share my new LinkedIn Learning course — SQL Agents with Large Language Models!
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
Build with AI: SQL Agents with Large Language Models Online Class | LinkedIn Learning, formerly Lynda.com
Learn how to build an AI SQL agent from scratch using Python and different LLM frameworks.
www.linkedin.com
October 17, 2025 at 1:13 PM
🚀 Excited to share my new LinkedIn Learning course — SQL Agents with Large Language Models!
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
We’ll explore how to build an AI agent that takes a natural language question, uses an LLM to generate SQL, and returns the result — step by step.
www.linkedin.com/learning/bui...
#ai #python #sql
(1/3) Introduction to Multi-Stage Build 🐳👇🏼
The size of the image is a function of its dependencies and the efficiency of the image build. This tutorial focuses on resizing a #Python image using minimal images as our baseline and the multi-stage method.
medium.com/data-science...
#docker #mlops
The size of the image is a function of its dependencies and the efficiency of the image build. This tutorial focuses on resizing a #Python image using minimal images as our baseline and the multi-stage method.
medium.com/data-science...
#docker #mlops
Introduction to Multi-Stage Image Build for Python
This post introduces the Multi-Stage build approach for setting up a lightweight dockerized Python development environment.
medium.com
October 16, 2025 at 1:07 PM
(1/3) Introduction to Multi-Stage Build 🐳👇🏼
The size of the image is a function of its dependencies and the efficiency of the image build. This tutorial focuses on resizing a #Python image using minimal images as our baseline and the multi-stage method.
medium.com/data-science...
#docker #mlops
The size of the image is a function of its dependencies and the efficiency of the image build. This tutorial focuses on resizing a #Python image using minimal images as our baseline and the multi-stage method.
medium.com/data-science...
#docker #mlops
GitHub Spec-Kit 🚀
GitHub recently released a new project - Spec-Kit, an open-source project that aims to supplement AI code generation tools such as Claude Code, OpenAI Codex, etc.
🔗: github.com/github/spec-...
#ai #github #opensource
GitHub recently released a new project - Spec-Kit, an open-source project that aims to supplement AI code generation tools such as Claude Code, OpenAI Codex, etc.
🔗: github.com/github/spec-...
#ai #github #opensource
GitHub - github/spec-kit: 💫 Toolkit to help you get started with Spec-Driven Development
💫 Toolkit to help you get started with Spec-Driven Development - github/spec-kit
github.com
October 15, 2025 at 1:58 PM
GitHub Spec-Kit 🚀
GitHub recently released a new project - Spec-Kit, an open-source project that aims to supplement AI code generation tools such as Claude Code, OpenAI Codex, etc.
🔗: github.com/github/spec-...
#ai #github #opensource
GitHub recently released a new project - Spec-Kit, an open-source project that aims to supplement AI code generation tools such as Claude Code, OpenAI Codex, etc.
🔗: github.com/github/spec-...
#ai #github #opensource
The biggest news in the recent Python release (version 3.14) is that Python officially supports free-threaded. This is great news! 🥳
What does it mean? The Global Interpreter Lock (GIL) is disabled by default, enabling the use of parallel execution of threads.
#python
What does it mean? The Global Interpreter Lock (GIL) is disabled by default, enabling the use of parallel execution of threads.
#python
October 13, 2025 at 4:46 PM
The biggest news in the recent Python release (version 3.14) is that Python officially supports free-threaded. This is great news! 🥳
What does it mean? The Global Interpreter Lock (GIL) is disabled by default, enabling the use of parallel execution of threads.
#python
What does it mean? The Global Interpreter Lock (GIL) is disabled by default, enabling the use of parallel execution of threads.
#python
Are you using Python's f-string? Python 3.14 introduced a new string method - the template string literals, or in short, t-string 👇🏼
#python
#python
October 13, 2025 at 4:15 AM
Are you using Python's f-string? Python 3.14 introduced a new string method - the template string literals, or in short, t-string 👇🏼
#python
#python
I kicked off a new newsletter focused on time series analysis and forecasting.
My goal is to use it as both a framework and motivation to write my upcoming books on time series and forecasting.
If you are interested, please sign up here:
theforecaster.substack.com
#timeseries #rstats #python
My goal is to use it as both a framework and motivation to write my upcoming books on time series and forecasting.
If you are interested, please sign up here:
theforecaster.substack.com
#timeseries #rstats #python
The Forecaster | Rami Krispin | Substack
A newsletter about time series analysis and forecasting. Click to read The Forecaster, by Rami Krispin, a Substack publication with hundreds of subscribers.
theforecaster.substack.com
October 13, 2025 at 12:51 AM
I kicked off a new newsletter focused on time series analysis and forecasting.
My goal is to use it as both a framework and motivation to write my upcoming books on time series and forecasting.
If you are interested, please sign up here:
theforecaster.substack.com
#timeseries #rstats #python
My goal is to use it as both a framework and motivation to write my upcoming books on time series and forecasting.
If you are interested, please sign up here:
theforecaster.substack.com
#timeseries #rstats #python
Python 3.14 has native syntax highlighting in the REPL 👇🏼
October 12, 2025 at 4:20 AM
Python 3.14 has native syntax highlighting in the REPL 👇🏼