Data Acquisition & Exploration: Exploring 5 Key MLOps Questions using AWS SageMaker
Author(s): Anirudh Mehta Originally published on Towards AI. The ’31 Questions that Shape Fortune 500 ML Strategy’ highlighted key questions to assess the maturity of an ML system. A robust ML platform offers managed solutions to easily address these aspects. In this …
Build a Recommendation System with the Multi-Armed Bandit Algorithm
Author(s): Flo Originally published on Towards AI. Data exploration, Data exploitation, and Continuous Learning Top highlight stuffed animals-tisou, image by @walterwhites on OpenSea The Multi-Armed Algorithm is a reinforcement learning algorithm used for resource allocation and decision-making. We will explain how the …
Efficient Testing of Your Python Code With Pytest
Author(s): Janik and Patrick Tinz Originally published on Towards AI. TESTING AND PROGRAMMING Photo by Douglas Lopes on Unsplash Do you often look for errors in software components that could prevent with a better testing strategy? Sometimes you or a colleague change …
Data Science Roadmap: From Beginner to Pro with ChatGPT
Author(s): Gencay I. Originally published on Towards AI. Harnessing the Power of ChatGPT and Python in Your Data Science Journey: A Comprehensive Roadmap. Image created in LeonardoAI Probably, you encountered one of my previous articles about Data Science but be aware that …
Managing an AI developer: Lessons Learned from SMOL AI — Part 2
Author(s): Meir Kanevskiy Originally published on Towards AI. Source: Image by DALL-E In Part 1 of our exploration into managing an AI agent developer, we embarked on an experiment to tackle the challenges that arise in overseeing an automated workforce. We entrusted …
Evaluate and Monitor the Experiments With Your LLM App
Author(s): Konstantin Rink Originally published on Towards AI. Evaluation and tracking of your LLM experiments with TruLens This member-only story is on us. Upgrade to access all of Medium. Photo by Jonathan Diemel on Unsplash The development of a Large Language Model …
PatchTST — A Step Forward in Time Series Forecasting
Author(s): M. Haseeb Hassan Originally published on Towards AI. Gain a practical understanding of the PatchTST algorithm and its application in Python, along with N-BEATS and N-HiTS, by transitioning from theoretical knowledge to hands-on implementation. PatchTST — A Step Forward in Time …
Meet MPT-30B: A Fully OpenSouce LLM that Outperforms GPT-3
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Forget LAMP Stack: LLM stack is here! The Community has run with MPT-7B, which was downloaded over 3M times. Within a month, the community has created. LLaVA-MPT adds vision understanding to …
Probability theory: Explaining prediction of uncertainty
Author(s): Abhijith S Babu Originally published on Towards AI. Our future, as we all know, is uncertain. Using the techniques available right now, it is nearly impossible to predict the future. But we still make plans for the future, assuming things will …
Probability Theory: Explaining Prediction of Uncertainty
Author(s): Abhijith S Babu Originally published on Towards AI. Our future, as we all know, is uncertain. Using the techniques available right now, it is nearly impossible to predict the future. But we still make plans for the future, assuming things will …
Improving Text-to-Image Models by Prompt Engineering with RLHF
Author(s): Nikita Pavlichenko Originally published on Towards AI. Image generated by the final model. Text-to-image models like Stable Diffusion, DALL-E 2, and Midjourney can generate impressive, artistic images — if you’re good at prompt engineering. However, many users simply want to generate …
As a Heavy User, My Mood Towards GPT Has Changed: Here’s Why
Author(s): John Loewen Originally published on Towards AI. Words of wisdom from a recovering GPT-4 addict Dall-E image — “impressionist AI trying to help write” I am a recovering GPT-4 addict. I haven’t used GPT-4 for 2 days now. Thank you, it’s …
Microsoft Designer Dall-E Powered Designer
Author(s): Sarper Makas Originally published on Towards AI. Design in Seconds Microsoft Designer Dall-e Powered Designer Unsure of how to effortlessly create content for your social media account? But want to create thumbnails, images, covers, and more in seconds. You are in …
Orca 13B: Imitating GPT-4 the “Right” Way
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Limited diversity Paper argues that all other small models are imitating GPT-4 the wrong way (style) but not the right way (reasoning). Lack of rigorous testing makes these small models look …
Half Marathon Data Exploration and Visualization: using Python Plotly Library
Author(s): David Cullen Originally published on Towards AI. London Landmarks Half Marathon 2023 In April of this year, I ran the London Landmarks Half Marathon for the first time. The race included 17,225 registered participants between the ages of 17–89 and managed …
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