Blog

2024

March

• March 6, 2024
  Scaling AI with Open-Source Models - Leveraging Together AI for Enhanced Applications

February

• February 27, 2024
  The Technical User's Introduction to LLM Tokenization
• February 22, 2024
  Django SEO: A Sitemap Tutorial For Humans
• February 12, 2024
  Production RAG with a Postgres Vector Store and Open-Source Models
• February 4, 2024
  Leveraging Open Source Models for AI Evaluation with DeepEval

January

• January 28, 2024
  Retrieval Augmented Generation (RAG) with Llama Index and Open-Source Models
• January 21, 2024
  AI Engineering with Open-Source Models - Ultimate Tutorial
• January 21, 2024
  Running Open Source LLMs In Python - A Practical Guide
• January 14, 2024
  Transcribing Audio mp3 files with Python and OpenAI's Whisper Model
• January 5, 2024
  The Technical User's Introduction to Large Language Models (LLMs)

2021

December

• December 4, 2021
  The FastAPI Ultimate Tutorial

June

• June 16, 2021
  FastAPI vs Flask - The Complete Guide

2020

April

• April 12, 2020
  Python tox - Why You Should Use It and Tutorial

March

• March 14, 2020
  Monitoring Machine Learning Models in Production

2019

May

• May 13, 2019
  First Impressions of Data Science Version Control (DVC)

April

• April 21, 2019
  Top 10 Software Development Fundamentals for Data Scientists

March

• March 30, 2019
  Deploying Machine Learning Models in Shadow Mode
• March 17, 2019
  How to Deploy Machine Learning Models

2018

September

• September 25, 2018
  Elegant Flask API Development Part 1

March

• March 25, 2018
  Using Python Concurrent Futures

2017

February

• February 26, 2017
  RollTec Write Up

January

• January 28, 2017
  Using Python smtplib and smptd
• January 21, 2017
  Overview of Python Generators Part 1
• January 15, 2017
  Using Python errno
• January 7, 2017
  Using Python copy
• January 1, 2017
  Using Python glob

2016

December

• December 26, 2016
  Using Python unittest.mock
• December 18, 2016
  Using Python datetime
• December 11, 2016
  Using Python setuptools
• December 3, 2016
  Using urllib.parse in Python

November

• November 27, 2016
  Using the Python json Library

September

• September 29, 2016
  An Overview of Cross-Site Scripting

February

• February 29, 2016
  MetaWear Guide Series Part 10
• February 28, 2016
  MetaWear Guide Series Part 9
• February 28, 2016
  MetaWear Guide Series Part 8
• February 26, 2016
  MetaWear Guide Series Part 7
• February 22, 2016
  MetaWear Guide Series Part 6
• February 7, 2016
  MetaWear Guide Series Part 5
• February 6, 2016
  MetaWear Guide Series Part 4

January

• January 31, 2016
  MetaWear Guide Series Part 3
• January 24, 2016
  MetaWear Guide Series Part 2
• January 17, 2016
  MetaWear Guide Series Part 1