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Building a Neural Network From Scratch Using Python (Part 2)
In the last post, you created a 2-layer neural network from scratch and now have a better understanding of how…
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Model CI/CD with Comet
Machine Learning Teams are moving their models from solutions like Github and storing them in MLOps platforms like Comet. Comet’s…
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Debugging Image Classifiers With Confusion Matrices
Introduction We often rely on scalar metrics and static plots to describe and evaluate machine learning models, but these methods…
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Compare Object Detection Models From TorchVision
Introduction Object detection is one of the most popular applications of machine learning for computer vision. A detection model predicts…
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Reduce Your Model Training Costs With Comet
Model Training is Expensive The cost to train a model is directly proportional to the time it takes to train…
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An Introduction to Multimodal Models
Multimodal Learning seeks to allow computers to represent real world objects and concepts using multiple data streams. This post provides…
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Prompt Engineering
Introduction In just five days, ChatGPT managed to exceed one million users, a feat that took Netflix 3.5 years, Facebook…
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What is Reinforcement Learning in Machine Learning?
The machine learning method that most resembles human learning is reinforcement learning. In this article, learn about reinforcement learning, how…
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Evaluate Your Team’s ML Maturity
Machine Learning Models are adding tremendous value to businesses in different sectors. For example, Zappos is able to save millions…
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How Does Reinforcement Learning in AI Work?
Reinforcement learning in AI is a fascinating area of study that has garnered considerable interest in recent years. It simulates…
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From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
At Comet, we’re driven by a commitment to advance innovation in AI, particularly in the realm of LLM observability. Our…
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