Machine Learning


Knowledge Distillation, aka Teacher-Student Model

With the release of large models in the last few years, from GPT-3 to Megatron, I keep pondering how to experiment and use these models for a specific use case. These models are trained on massive…

deep-learningmachine-learningpython

Options to Delete Millions of Objects from a Versioning-Enabled AWS S3 Bucket

3 options to delete the versioning-enabled S3 bucket objects.

deploymentfastapilambda

Optical Character Recognition Technology for Business Owners

ocrcharacter-recognitionbusiness

Art Generating AI

artaiartificial-intelligence

Communicate Your Ideas Clearly with Runtime's Code Detection API

runtimecode-detectionapi

Logistic Regression from Scratch

Explained and Implemented

pythonlogistic-regressionmachine-learning

7 JavaScript Libraries for Data Manipulation, Visualization, and Machine Learning.

7 cool awesome open-source Javascript projects and packages listed in the npm registry to do data science, machine learning, and artificial intelligence.

programmingdata-sciencejavascript

Understand collate_fn in PyTorch

A beginner-friendly tutorial on how to create batches in PyTorch and how to modify default behavior for our needs.

pytorchpythondeep-learning

How to Change the Node Exporter Port if It is Already in Use

The Node Exporter is a service from Prometheus that allows for the extraction of node information via an Application Program Interface (API). If you are reading this then you probably are well aware…

programmingawsmachine-learning

How to Replace Missing Dataframe Values with a Machine Learning Algorithm

A step-by-step guide to predicting missing data using an ML Algorithm.

pythonmachine-learningdataframe