Unlock the Power of Your AWS Security: A Comprehensive Guide to Protecting Your Cloud Investments
Author(s): Rudraksh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Alex Kulikov on Unsplash As businesses continue to migrate their workloads to the cloud, the importance of cloud security cannot beoverstated. …
How to Deploy ML Models in Production (Flawlessly)
Author(s): Richard Warepam Originally published on Towards AI. 4 Things to Keep in Mind Before Deploying Your ML Models This member-only story is on us. Upgrade to access all of Medium. Source: Image By Author As a Cloud Engineer, I’ve recently collaborated …
Breaking Free from Cloud AI: How Local Models Are Saving Developers $50,000+ Per Year While Supercharging Innovation
Author(s): Tim Urista | Senior Cloud Engineer Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. created by canva to illustrate the differences and cost savings for local development In 2024, a small startup …
Mapping the inferno: Harnessing Sentinel-2 satellites and Python to build a wildfire perimeter
Author(s): Ruiz Rivera Originally published on Towards AI. Mapping the inferno: Harnessing Sentinel-2 satellites and Python to build a wildfire perimeter Photo by Husky Haven In Canada’s westernmost province, British Columbia, the uptick in the severity and occurrence of wildfires have caused …
How To Set Up a Google Earth Engine Cloud Project
Author(s): Ruiz Rivera Originally published on Towards AI. Photo by SpaceX on Unsplash In the realm of environmental monitoring and geospatial analysis, Google Earth Engine (GEE) stands out as a game-changing platform. For researchers, data scientists, and environmental professionals, creating a Google …
Small AI Models Will Takeover Frontier Models At Specific Tasks
Author(s): Lorenzo Zarantonello Originally published on Towards AI. The increasing costs and diminishing returns of training LLMs create the ground to optimize small AI models. This member-only story is on us. Upgrade to access all of Medium. Until recently, big tech and …
Building a Simple Linear Regression Model on Azure to Predict Car Prices
Author(s): Julius Nyerere Nyambok Originally published on Towards AI. Hello there, gentle reader!I am Nyerere Julius, an aspiring machine learning engineer and cloud solution specialist, deeply intrigued by the vast possibilities that AI and ML offer. In this project, I’ll guide you …
On Stochastic Parrots: Paper Review
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by David Clode on Unsplash Introduction A stochastic parrot is a metaphor often used to describe Artificial Intelligence, specifically language models. Parrots are known to mimic human language. Parrots learn to speak human …
Learning Kubernetes the Right Way In 2024
Author(s): Mélony Qin (aka cloudmelon) Originally published on Towards AI. Do you know OpenAI is deployed on Kubernetes and scaling to 7,500 worker nodes? When we talk about Kubernetes slots into microservices architecture, when we talk about a single unit of the …
15 Leading Cloud Providers for GPU-Powered LLM Fine-Tuning and Training
Author(s): Towards AI Editorial Team Originally published on Towards AI. Demand for building products with Large Language Models has surged since the launch of ChatGPT. This has caused massive growth in the computer needs for training and running models (inference). Nvidia …
Remote VS Code with GCP
Author(s): Edward Krueger Originally published on Towards AI. Setting up your remote workflow using the Google Cloud Platform. In this article, we provide a comprehensive guide on how to set up a remote development environment on the Google Cloud Platform (GCP) using …
The Difference Between Open Source Models and Commercial AI/ML APIs
Author(s): Othmane Hamzaoui Originally published on Towards AI. Photo by Aron Visuals on Unsplash In the last few months, you probably came across countless debates about wether you should use open source or commercial APIs for Large Language Models (LLMs). However, this …
The LLM Land Grab: How AWS, Azure, and GCP Are Sparring Over AI
Author(s): Tabrez Syed Originally published on Towards AI. In the early 2000s, cell phones were still bulky and utilitarian. But in July 2004, Motorola unveiled the Razr, with its sleek, ultra-thin aluminum body that was a stark departure from the basic phones …
The quest for the perfect AI solution
Author(s): Rami Iguerwane Originally published on Towards AI. Navigating the AI Adoption Maze Reflecting on five years of helping businesses innovate with AI, uncovering common hurdles, and embracing the lessons learned. Photo by Ben Mathis Seibel on Unsplash Over the past five …
In-depth Azure Machine Learning Model Train, Test, and Deploy Pipelines on Cloud With Endpoints for Web APIs
Author(s): Amit Chauhan An image by the Author The workspace consists of various artifacts Manage resources: It includes compute instances and compute clusters. Linked Services: Data Stores: It is a service to store various data. For example — Blob storage, hive storage, …
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