AWS Athena and Glue a Powerful Combo?
Author(s): Harish Siva Subramanian Originally published on Towards AI. Photo by Caspar Camille Rubin on Unsplash AWS Athena is a serverless interactive query system. It means we dont need to manage any infrastructure behind them. They can be really handy if we …
Multi-stage LLM Worfklow to Summarize and Translate an Article using LangChain
Author(s): Steve George Originally published on Towards AI. “An LLMChain is a simple chain that adds some functionality around language models. It is used widely throughout LangChain, including in other chains and agents. An LLMChain consists of a PromptTemplate and a language …
Computer Vision Enabled Basketball Analytics
Author(s): Derek Austin Originally published on Towards AI. Image generated via DALL-E 3 by author Introduction Over the last decade, analytics have revolutionized basketball, highlighted by the rising dominance of the three-pointer. This shift is evident in the jump from 18.0 three-point …
This AI newsletter is all you need #93
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie The ongoing race between open and closed-source AI has been a key theme of debate for some time, as has the increasing concentration of …
A Data Analysis Project — Coffee Shop Sales Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. The Objective of any data analyst is to find the hidden insights in the data and come out with useful suggestions or solutions to benefit the business. Photo by Nathan Dumlao on Unsplash Let’s …
Generative AI on the Cheap
Author(s): Michael Banham Originally published on Towards AI. How to leverage Generative AI without breaking the bank Getting started with Generative AI can be daunting. It’s hard to know where to begin, and there are plenty of options, each with its pros …
GPT-4 in a Cancer Center: Challenges and Lessons from Dana-Farber’s Deployment
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. HealthCare Generative AI and Production Hiccups — welcome! Artificial intelligence (AI) has woven its way into the fabric of healthcare over the past few decades, evolving from basic predictive models to …
From Data Science to Production: Streamlining Model Deployment in Cloud Environment
Author(s): Wencong Yang Originally published on Towards AI. Image by author (Ideogram) In the realm of data science projects, the excitement lies in the “Intelligent” aspect, where deep learning models successfully make remarkably accurate predictions. However, the transition to the “Engineering” phase, …
Python Tutorial Detecting a Brain Tumor with AI
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Brain Tumor I. Bringing in the Data II. Train-Test III. Validation IV. Metrics (Confusion Matrix, Sensitivity, Specificity) I. Bringing in the Data I used Google Colab as my editor. Using Python, type this in …
Microsoft’s $100 Billion Scientific Gamble
Author(s): Vincent Carchidi Originally published on Towards AI. Source: Joel Filipe on Unsplash. Microsoft’s Stargate project with OpenAI is premised on a potentially costly misunderstanding of how science works. By Vincent J. Carchidi Supercomputers and Scaling Laws: The Hope of Emergent Abilities …
A Journey Through Time Series, RNNs, LSTMs to the Pinnacle of Attention Mechanisms
Author(s): Shenggang Li Originally published on Towards AI. Bridging the Gap Between Theory and Application in Predictive ModelingPhoto by Alina Grubnyak on Unsplash Approaching Transformers and advanced language models for the first time can indeed seem formidable. My post here is to …
Sora AI: Unraveling Sora’s Architecture and Working Intuitively!
Author(s): Prashant Kalepu Originally published on Towards AI. Here comes a new AI again. The Sora AI by OpenAI. A new text-to-video generative AI model has gained lots of interest and focus during the past few days. Photo by Ryan Snaadt on …
Inside DBRX: Databricks’ Impressive Open Source LLM
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
A Brief Implementation of MLFlow!
Author(s): Harish Siva Subramanian Originally published on Towards AI. Photo by UX Indonesia on Unsplash Have you ever run into a scenario where you experiment with multiple models and lose track of the performance of each of the models? Are you someone …
Don’t choose computer vision if…
Author(s): Enos Jeba Originally published on Towards AI. you are a ChatGPT programmer In this blog, we will understand Why Computer Vision is just not about programming? https://leonadevinne.com/ Multi-disciplinary field You cannot just focus on one technology and get away with it. …
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