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Speaker

Andrew Truong

Machine Learning Engineer, Weights & Biases

Andrew Truong is a Machine Learning Engineer at Weights & Biases. He works with practitioners and stakeholders to help them better track their experiments and show value from machine learning research. Previously, he led data science teams working on quantitative trading strategies at TD Bank.

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Company

Weights & Biases

Visualize and debug model pipelines with W&B Think of W&B like GitHub for machine learning models. With a few lines of code, save everything you need to debug, compare and reproduce your models — architecture, hyperparameters, git commits, model weights, GPU usage, and even datasets and predictions. W&B’s lightweight integrations work with any Python script, and you can sign up for a free account and start tracking and visualizing models in 5 minutes. Used by top researchers including teams at Qualcomm, NVIDIA, OpenAI, Lyft, Pfizer, Toyota, Github, and MILA, W&B is part of the new standard of best practices for machine learning. How W&B can help you optimize your machine learning workflows: • Debug model performance in real time • GPU usage, visualized automatically • Custom charts for powerful, extensible visualization • Share insights interactively with collaborators • Optimize hyperparameters efficiently • Track datasets, pipelines, and production models W&B is free for individuals, academics and open source projects.
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