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
Stanford XCS224U: Natural Language Understanding
This course by Prof. Christopher Potts focuses on theoretical concepts of NLP from linguistics, natural language processing, and machine learning.
📽️: www.youtube.com/playlist?lis...
This course by Prof. Christopher Potts focuses on theoretical concepts of NLP from linguistics, natural language processing, and machine learning.
📽️: www.youtube.com/playlist?lis...
November 14, 2025 at 4:44 PM
Stanford XCS224U: Natural Language Understanding
This course by Prof. Christopher Potts focuses on theoretical concepts of NLP from linguistics, natural language processing, and machine learning.
📽️: www.youtube.com/playlist?lis...
This course by Prof. Christopher Potts focuses on theoretical concepts of NLP from linguistics, natural language processing, and machine learning.
📽️: www.youtube.com/playlist?lis...
Stanford CS224N: Natural Language Processing with Deep Learning
This course by Prof. Christopher Manning focuses on the foundation of NLP, from basic methods such as word vectors to advanced topics such as Transformers and neural network models.
📽️: www.youtube.com/playlist?lis...
This course by Prof. Christopher Manning focuses on the foundation of NLP, from basic methods such as word vectors to advanced topics such as Transformers and neural network models.
📽️: www.youtube.com/playlist?lis...
November 14, 2025 at 4:44 PM
Stanford CS224N: Natural Language Processing with Deep Learning
This course by Prof. Christopher Manning focuses on the foundation of NLP, from basic methods such as word vectors to advanced topics such as Transformers and neural network models.
📽️: www.youtube.com/playlist?lis...
This course by Prof. Christopher Manning focuses on the foundation of NLP, from basic methods such as word vectors to advanced topics such as Transformers and neural network models.
📽️: www.youtube.com/playlist?lis...
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
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
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... 😅
(2/3)A quick win, with minimal effort, is to switch to a slim image. This, by itself, reduced the image by 40% (from 1.4 GB to 830 Mb). Using the multi-stage required some changes to your build, with a few lines of code, to optimize the image size and reduce it by 65% (with respect to the baseline).
October 16, 2025 at 1:07 PM
(2/3)A quick win, with minimal effort, is to switch to a slim image. This, by itself, reduced the image by 40% (from 1.4 GB to 830 Mb). Using the multi-stage required some changes to your build, with a few lines of code, to optimize the image size and reduce it by 65% (with respect to the baseline).
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
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 👇🏼
Thanks, Australia 🇦🇺, for acknowledging that reviewing and submitting PRs can be a stressful process 😅
Image credit: Cybernews
Image credit: Cybernews
September 29, 2025 at 10:09 PM
Thanks, Australia 🇦🇺, for acknowledging that reviewing and submitting PRs can be a stressful process 😅
Image credit: Cybernews
Image credit: Cybernews
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
-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
September 22, 2025 at 9:22 PM
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
-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
This looks like a great playlist for those who want to start with Claude Code 👇🏼
www.youtube.com/playlist?lis...
#ai #aiops #llm
www.youtube.com/playlist?lis...
#ai #aiops #llm
August 31, 2025 at 11:38 PM
This looks like a great playlist for those who want to start with Claude Code 👇🏼
www.youtube.com/playlist?lis...
#ai #aiops #llm
www.youtube.com/playlist?lis...
#ai #aiops #llm
I think someone needs to say it out loud: this trend of interactive diagrams on LinkedIn about AI workflow has gotten out of control 😅
Also, this is my face when trying to track dozens of moving arrows in some agentic framework chart 👇🏼
Also, this is my face when trying to track dozens of moving arrows in some agentic framework chart 👇🏼
August 26, 2025 at 10:48 PM
I think someone needs to say it out loud: this trend of interactive diagrams on LinkedIn about AI workflow has gotten out of control 😅
Also, this is my face when trying to track dozens of moving arrows in some agentic framework chart 👇🏼
Also, this is my face when trying to track dozens of moving arrows in some agentic framework chart 👇🏼
I created a short tutorial for how to run LLMs locally with R using Docker Model Runner 🐳 and the ellmer 🐘 library 👇🏼
theaiops.substack.com/p/running-op...
#rstats #docker #ai #llm
theaiops.substack.com/p/running-op...
#rstats #docker #ai #llm
August 19, 2025 at 11:34 AM
I created a short tutorial for how to run LLMs locally with R using Docker Model Runner 🐳 and the ellmer 🐘 library 👇🏼
theaiops.substack.com/p/running-op...
#rstats #docker #ai #llm
theaiops.substack.com/p/running-op...
#rstats #docker #ai #llm
After I set up a Python environment to run LLMs locally with Docker Model Runner, I wondered if you could use the same workflow with R. The short answer is, "Hell Yeah!"
It took me 5 minutes to run LLMs with R using the ellmer library. Working on a step-by-step tutorial...
#RStats #LLM #Docker
It took me 5 minutes to run LLMs with R using the ellmer library. Working on a step-by-step tutorial...
#RStats #LLM #Docker
August 17, 2025 at 1:32 PM
Five R libraries for time series forecasting 👇🏼
The R language has a rich ecosystem for time series analysis and forecasting. Here are five libraries for time series forecasting applications:
#RStats #timeseries #machinelearning #datascience
The R language has a rich ecosystem for time series analysis and forecasting. Here are five libraries for time series forecasting applications:
#RStats #timeseries #machinelearning #datascience
August 10, 2025 at 7:45 PM
Five R libraries for time series forecasting 👇🏼
The R language has a rich ecosystem for time series analysis and forecasting. Here are five libraries for time series forecasting applications:
#RStats #timeseries #machinelearning #datascience
The R language has a rich ecosystem for time series analysis and forecasting. Here are five libraries for time series forecasting applications:
#RStats #timeseries #machinelearning #datascience
My weekly newsletter is out!
This week:
🔹Open Source of the Week - OpenAI's new open-source models
🔹New learning resources
🔹Book of the week - Analytics Engineering with SQL and dbt by Rui Machado and Hélder Sousa Russa
ramikrispin.substack.com/p/openai-ope...
#openai #ai #llm #machinelearning
This week:
🔹Open Source of the Week - OpenAI's new open-source models
🔹New learning resources
🔹Book of the week - Analytics Engineering with SQL and dbt by Rui Machado and Hélder Sousa Russa
ramikrispin.substack.com/p/openai-ope...
#openai #ai #llm #machinelearning
August 9, 2025 at 1:07 PM
My weekly newsletter is out!
This week:
🔹Open Source of the Week - OpenAI's new open-source models
🔹New learning resources
🔹Book of the week - Analytics Engineering with SQL and dbt by Rui Machado and Hélder Sousa Russa
ramikrispin.substack.com/p/openai-ope...
#openai #ai #llm #machinelearning
This week:
🔹Open Source of the Week - OpenAI's new open-source models
🔹New learning resources
🔹Book of the week - Analytics Engineering with SQL and dbt by Rui Machado and Hélder Sousa Russa
ramikrispin.substack.com/p/openai-ope...
#openai #ai #llm #machinelearning
🐳+🤗 = 🚀
This is the third tutorial on the Docker Model Runner sequence, which focuses on pulling and running LLMs locally from Hugging Face with DMR.
theaiops.substack.com/p/docker-mod...
#python #docker #ai #llm
This is the third tutorial on the Docker Model Runner sequence, which focuses on pulling and running LLMs locally from Hugging Face with DMR.
theaiops.substack.com/p/docker-mod...
#python #docker #ai #llm
August 8, 2025 at 2:19 PM
🐳+🤗 = 🚀
This is the third tutorial on the Docker Model Runner sequence, which focuses on pulling and running LLMs locally from Hugging Face with DMR.
theaiops.substack.com/p/docker-mod...
#python #docker #ai #llm
This is the third tutorial on the Docker Model Runner sequence, which focuses on pulling and running LLMs locally from Hugging Face with DMR.
theaiops.substack.com/p/docker-mod...
#python #docker #ai #llm
This week, I am on vacation in Austin, TX. Besides spending time with my family, I am working on a new book about time series forecasting using regression models 🚀.
To motivate myself to write more often, I started a new newsletter about forecasting:
theforecaster.substack.com
#timeseries
To motivate myself to write more often, I started a new newsletter about forecasting:
theforecaster.substack.com
#timeseries
August 4, 2025 at 4:27 PM
This week, I am on vacation in Austin, TX. Besides spending time with my family, I am working on a new book about time series forecasting using regression models 🚀.
To motivate myself to write more often, I started a new newsletter about forecasting:
theforecaster.substack.com
#timeseries
To motivate myself to write more often, I started a new newsletter about forecasting:
theforecaster.substack.com
#timeseries
Code with Claude 👇🏼
This looks like a great playlist. Anthropic released its developer conference. The conference included a variety of talks, keynotes, and tutorials focusing on Anthropic API, tools, MCP, prompt engineering, and vibe coding.
www.youtube.com/playlist?lis...
#ai
This looks like a great playlist. Anthropic released its developer conference. The conference included a variety of talks, keynotes, and tutorials focusing on Anthropic API, tools, MCP, prompt engineering, and vibe coding.
www.youtube.com/playlist?lis...
#ai
August 4, 2025 at 11:44 AM
Code with Claude 👇🏼
This looks like a great playlist. Anthropic released its developer conference. The conference included a variety of talks, keynotes, and tutorials focusing on Anthropic API, tools, MCP, prompt engineering, and vibe coding.
www.youtube.com/playlist?lis...
#ai
This looks like a great playlist. Anthropic released its developer conference. The conference included a variety of talks, keynotes, and tutorials focusing on Anthropic API, tools, MCP, prompt engineering, and vibe coding.
www.youtube.com/playlist?lis...
#ai
My weekly newsletter is out!
This week's agenda:
🛠️ The social-media-kit project
📝 New learning resources
📚Book of the week - Models Demystified by Michael Clark and Seth Berry
📌 Join 30k subscribers and subscribe for weekly updates.
ramikrispin.substack.com/p/new-book-m...
#datascience #ai
This week's agenda:
🛠️ The social-media-kit project
📝 New learning resources
📚Book of the week - Models Demystified by Michael Clark and Seth Berry
📌 Join 30k subscribers and subscribe for weekly updates.
ramikrispin.substack.com/p/new-book-m...
#datascience #ai
August 2, 2025 at 2:14 PM
My weekly newsletter is out!
This week's agenda:
🛠️ The social-media-kit project
📝 New learning resources
📚Book of the week - Models Demystified by Michael Clark and Seth Berry
📌 Join 30k subscribers and subscribe for weekly updates.
ramikrispin.substack.com/p/new-book-m...
#datascience #ai
This week's agenda:
🛠️ The social-media-kit project
📝 New learning resources
📚Book of the week - Models Demystified by Michael Clark and Seth Berry
📌 Join 30k subscribers and subscribe for weekly updates.
ramikrispin.substack.com/p/new-book-m...
#datascience #ai
Nearly one year after launching my newsletter, it reached the milestone of 30,000 subscribers today!
Thanks to all subscribers across all platforms! 🙏🏼
Thanks to all subscribers across all platforms! 🙏🏼
August 1, 2025 at 2:23 PM
Nearly one year after launching my newsletter, it reached the milestone of 30,000 subscribers today!
Thanks to all subscribers across all platforms! 🙏🏼
Thanks to all subscribers across all platforms! 🙏🏼