Fine Tuning Pytorch ViT for CIFAR10
Author(s): Ahmad Mustapha Originally published on Towards AI. In the previous article here we created a ViT model from scratch and trained it on the CIFAR10 dataset. However, the model accuracy peaked at 67% without deliberate hyperparameters fine tuning. This is expected …
Why There’s No Better Time to Learn LLM Development
Author(s): Towards AI Editorial Team Originally published on Towards AI. LLMs are already beginning to deliver significant efficiency savings and productivity boosts when assisting workflows for early adopters. However, a large amount of work has to be delivered to access the potential …
Exploring Causal Decision Theory Approach with Quantile Regression
Author(s): Shenggang Li Originally published on Towards AI. Using AI and Causal Decision Theory to Prioritize Restocking: Balancing Demand, Inventory Risk, and Product Importance This member-only story is on us. Upgrade to access all of Medium. Photo by Louis Hansel on Unsplash …
AI Governance: Your Business’s Competitive Edge or Its Biggest Risk?
Author(s): David Sweenor Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. The bridge to responsible innovation must be robust. Photo by author David E. Sweenor As artificial intelligence (AI) becomes ubiquitous, it’s reshaping …
Predicting the 2024 U.S. Presidential Election Winner Using Machine Learning
Author(s): Sanjay Nandakumar Originally published on Towards AI. Photo by Joshua Woroniecki on Unsplash Table of Contents Introduction Methodology Overview Exploratory Data Analysis (EDA) Analysis Data Preparation (Synthetic Data) Feature Engineering and Selection Model Selection and Training Model Evaluation and Metrics Model …
5 Cursor AI Pro Tips
Author(s): Serj Smorodinsky Originally published on Towards AI. Data science perspective This member-only story is on us. Upgrade to access all of Medium. This is my take, you don’t have to take it If you think that a picture is worth 1000 …
How to Use Only 1 Metric in AB Tests
Author(s): Pavel Zapolskii Originally published on Towards AI. The Most Important Number, or About the Main Product Metric Imagine a product you use every day — an online store, a streaming service, or a game. How do companies improve them? What to …
Click, Scroll, Type — The AI Evolution
Author(s): Myra Roldan Originally published on Towards AI. Anthropic Claude Computer Use Anthropic’s latest update to their AI models, Claude 3.5 Sonnet and Claude 3.5 Haiku, has introduced a new feature called “computer use.” An interesting choice of name for the service …
China Just Turned Meta’s Llama AI into a Military Tool
Author(s): Get The Gist Originally published on Towards AI. Is global security at risk? This member-only story is on us. Upgrade to access all of Medium. Brookings Institute Open-source AI has changed the world for developers, researchers and enthusiasts. When companies release …
Building a Fuji X-S20 Camera Q&A App with Gemini, LangChain and Gradio
Author(s): Devi Originally published on Towards AI. Part 2 of a 2-part beginner series exploring fun generative AI use cases with Gemini to enhance your photography skills! A beginner friendly introduction and application of RAG As an amateur photographer, I am experimenting …
A Primer on Using Google’s Gemini API to Improve Your Photography
Author(s): Devi Originally published on Towards AI. Part 1 of a 2-part beginner series exploring fun generative AI use cases with Gemini to enhance your photography skills! In this blog post, I’ll show you how to build a Photo Critique and Enhancement …
Support Vector Machines Math Intuitions
Author(s): Fernando Guzman Originally published on Towards AI. Support Vector Machines, or SVM, is a machine learning algorithm that, in its original form, is utilized for binary classification. The SVM model seeks to determine the optimal separation line between two classes, understood …
Deploying Custom Detectron2 Models with a REST API: A Step-by-Step Guide.
Author(s): Gennaro Daniele Acciaro Originally published on Towards AI. An image generated using Midjourney In the life of a Machine Learning Engineer, training a model is only half the battle. Indeed, after obtaining a neural network that accurately predicts all the test …
OpenAI Launches ChatGPT Search
Author(s): Get The Gist Originally published on Towards AI. Plus: Claude AI Gets Desktop App This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read summary of the …
This Pandas Trick Will Blow Your Mind As a Data Scientist!
Author(s): Gencay I. Originally published on Towards AI. Automate Data Analysis with Pandas This member-only story is on us. Upgrade to access all of Medium. Created with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here Pandas is …
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