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  • From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta

    Vincent Koc

    May 21, 2025
    LLMOps, Product

    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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    From Observability to Optimization: Announcing the Opik Agent Optimizer Public Beta
  • Klurdy Studios

    September 22, 2023
    Machine Learning, Tutorials

    Image Augmentation for Computer Vision Tasks Using PyTorch

    Source: https://unsplash.com/photos/-f8ssjFhD1k Data augmentation is the process of transforming training data to introduce randomness. This strategy is common for computer…

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  • Younes Charfaoui

    September 22, 2023
    Machine Learning

    Resampling to Properly Handle Imbalanced Datasets in Machine Learning

    Photo by Martin Sanchez on Unsplash Often in machine learning, and specifically with classification problems, we encounter imbalanced datasets. This…

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  • Khushboo Kumari

    September 22, 2023
    Machine Learning

    RoBERTa: A Modified BERT Model for NLP

    Photo by Fatos Bytyqi on Unsplash Introduction Did you know that in the past, computers struggled to understand human languages?…

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  • Nisha Arya Ahmed

    September 22, 2023
    Machine Learning

    NLP techniques used for compliance checks

    AI-powered applications and solutions have become a major catalyst when it comes to compliance checks, particularly in NLP. The aim…

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  • Derrick Mwiti

    September 22, 2023
    Product, Tutorials

    Tracking JAX and Flax models with Comet

    JAX is a Python library offering high performance in machine learning with XLA and Just In Time (JIT) compilation. Its…

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  • David Fagbuyiro

    September 22, 2023
    Product

    Monitoring Your Time Series Model in Comet

    In this tutorial, we will go through steps on how to use Comet to monitor our time-series forecasting model. We…

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  • Jose Yusuf

    September 21, 2023
    Machine Learning

    Image Captioning: Bridging Computer Vision and Natural Language Processing

    Image captioning combines natural language processing and computer vision to generate image textual descriptions automatically. This technology has broad applications,…

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  • Nhi Yen

    September 19, 2023
    Machine Learning, Tutorials

    Customer Churn With Continuous Experiment Tracking

    Introduction In today’s competitive business environment, retaining customers is essential to a company’s success. Customer churn, or the rate at…

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    Customer Churn With Continuous Experiment Tracking
  • Nhi Yen

    September 19, 2023
    Machine Learning, Product, Tutorials

    Hyperparameter Tuning for Optimizing ML Performance

    Hyperparameter tuning is a key step in order to optimize your machine learning model’s performance. Learn what it is and…

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    Hyperparameter Tuning for Optimizing ML Performance
  • Shittu Olumide Ayodeji

    September 19, 2023
    Product, Tutorials

    Large Language Models: Navigating Comet LLMOps Tools

    Hey there! I’m so excited to talk to you about Language Models! They’re these incredible creations called Large Language Models…

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