Topics | TAJD

Python
- Demonstrating handling Python errors better with reproducible scripts
- Quickly checking Python dependencies
- LLMs on the command line
- How to Upsert DataFrames into Postgres safely.
- Classifying data with Python
- Calculating covariance matrices with Python
- How to reduce the memory used by Pandas DataFrames
- Best Python packages for MVP development
- Reconstructing a point set from a Euclidean Distance Matrix
Maths
- Classifying data with Python
- Calculating covariance matrices with Python
- Learning about data science
- Reconstructing a point set from a Euclidean Distance Matrix
- A review of Matrix Methods in Data Analysis
- Numerical Linear Algebra Cookbook
- Linear Algebra for Data Science Cookbook
- Uncertainty analysis literature review
Data Science
- Classifying data with Python
- How to reduce the memory used by Pandas DataFrames
- Best Python packages for MVP development
- Learning about data science
- A review of Matrix Methods in Data Analysis
- Numerical Linear Algebra Cookbook
- Linear Algebra for Data Science Cookbook
- Uncertainty analysis literature review
Postgres
- How to write tests in Postgres
- Org-mode and SQL
- How to Upsert DataFrames into Postgres safely.
- Useful Postgres techniques
- When should you use the JSONB type in Postgres?
SQL
- How to write tests in Postgres
- Org-mode and SQL
- How to Upsert DataFrames into Postgres safely.
- Useful Postgres techniques
- When should you use the JSONB type in Postgres?
MLOps
- Quickly checking Python dependencies
- Debugging GKE GPU configuration
- LLMs on the command line
- Calling Tensorflow models in Scala
Books
- Learning about data science
- A review of Matrix Methods in Data Analysis
- How to practice for coding interviews
DevOps
- How to use GitHub Actions to update a Jekyll blog
- My personal blog deployment
- Org-mode and Terraform
Software
- Knowledge recall
- How to practice for coding interviews
Pandas
- How to Upsert DataFrames into Postgres safely.
- How to reduce the memory used by Pandas DataFrames
Emacs
- Org-mode and Terraform
- Org-mode and SQL
org-mode
- Org-mode and Terraform
- Org-mode and SQL
Terraform
- My personal blog deployment
- Org-mode and Terraform
Jekyll
- How to use GitHub Actions to update a Jekyll blog
- My personal blog deployment
Digital Ocean
- How to use GitHub Actions to update a Jekyll blog
- My personal blog deployment
GitHub
- How to use GitHub Actions to update a Jekyll blog
- My personal blog deployment
Scala
- Calling Tensorflow models in Scala
- How to perform Metaprogramming in Scala
uv
- Demonstrating handling Python errors better with reproducible scripts
- Quickly checking Python dependencies
Ansible
- My personal blog deployment
Nginx
- My personal blog deployment
Javascript
- My personal blog deployment
Metaprogramming
- How to perform Metaprogramming in Scala
GitHub Actions
- How to use GitHub Actions to update a Jekyll blog
CI/CD
- How to use GitHub Actions to update a Jekyll blog
Annotated Snippet
- How to use GitHub Actions to update a Jekyll blog
TensorFlow
- Calling Tensorflow models in Scala
Onnx
- Calling Tensorflow models in Scala
Java
- Calling Tensorflow models in Scala
Learning
- Knowledge recall
Sailing
- Sailing navigation in the Solent
Solent
- Sailing navigation in the Solent
LLMs
- LLMs on the command line
OpenAI
- LLMs on the command line
GPT-4o
- LLMs on the command line
Llama3.1
- LLMs on the command line
ChatGPT
- LLMs on the command line
Llama
- LLMs on the command line
GPU
- Debugging GKE GPU configuration
GKE
- Debugging GKE GPU configuration
Nvidia
- Debugging GKE GPU configuration
PyTorch
- Debugging GKE GPU configuration
Kubernetes
- Debugging GKE GPU configuration
GoatCounter
- Adding goatcounter analytics to a Next.js website
Next.js
- Adding goatcounter analytics to a Next.js website