You have your AI model on Jupyter: congratulations! Now how do we take that into production? Learn the DevOps to automate and deploy AI.
MLOps: From Jupyter to Production
Tomas Fernandez
1 Feb 2024
Tomas Fernandez
Machine Learning for the Rest of Us
Machine Learning is an expansive and sometimes scary field. This is your entry point to the basics of ML. Let’s train a few models with Jupyter Notebooks.
Tomas Fernandez
24 Jan 2024
Why Do We Need DevOps for ML Data?
The integration of DevOps practices in the realm of ML data is not just a necessity but a crucial catalyst for innovation and efficiency.
Tomas Fernandez
16 Jan 2024
Gemini Pro vs ChatGPT and Bard: The Search for the Best LLM
How does Google’s latest LLM Gemini Pro compare against ChatGPT, Copilot and Bard? Is this free LLM worth the effort to set up?
Tomas Fernandez
10 Jan 2024
Empathy-Driven Design: Taking a Walk in the User’s Shoes
This article discusses empathy-driven design, emphasizing functionality, usability, and user needs over aesthetics for societal progress.
Tomas Fernandez
20 Dec 2023
LocalAI: An Open-Source Alternative to OpenAI API
🤖LocalAI is an Open-Source replacement for the OpenAI API, powered by private LLMs.
Tomas Fernandez
19 Dec 2023
6 Ways For Running A Local LLM (how to use HuggingFace)
Open-source large language models can replace ChatGPT on daily usage or as engines for AI-powered applications. These are 6 ways to use them.
Tomas Fernandez
14 Dec 2023
How To Organize Constants in a Dedicated Layer in JavaScript
Learn what a constants layer is, why you need it in your JavaScript project, how to implement it, and what benefits it can bring to your architecture.
Tomas Fernandez
13 Dec 2023
Importance of Kubernetes and the Need for Tainting Nodes
Learn how to leverage Kubernetes taints and tolerations for refined cluster management, enhancing security, specialization, and scaling.
Tomas Fernandez
7 Dec 2023
NativePHP: Build Desktop Applications with PHP
Always wanted to write desktop apps in PHP? Now you can. NativePHP runs on Electron and any frontend framework, a new trick for PHP devs.
Tomas Fernandez
6 Dec 2023
Docker Volumes: Efficient Data Management in Containerized Environments
Learn how Docker volumes enable efficient data management, ensuring persistent storage, data sharing, and scalability.
Tomas Fernandez
5 Dec 2023
WebAssembly and Docker: Lightweight Containers
WebAssembly has the potential to replace Docker, or at least what we know as the classical container. Let’s learn how Docker can help us build and run WebAssembly with a streamlined workflow.
Tomas Fernandez
30 Nov 2023
Unravelling 5 Exciting Modern Web Development Features
In this blog post, we will explore 5 exciting modern web development features that have the potential to revolutionize web projects.
Tomas Fernandez
29 Nov 2023
Debugging Your Go Applications
Discover debugging in Go: identifying bugs, tools, best practices, and using Delve and GoLand for effective debugging.
Tomas Fernandez
21 Nov 2023
Introduction to LangChain
This tutorial focuses on using LangChain, a Python and JavaScript library, to build applications with Large Language Models.
Tomas Fernandez
15 Nov 2023