James Le
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Start Here About Work Experience AI Research Presentations Data Portfolio Data Journalism Coding Porfolio MOOCs Undergraduate Papers Writes Reads Listens Publishes Podcasts Guests Spotify Apple Substack Google Captures Resume Here's what I've done About Work Experience AI Research Presentations Data Portfolio Data Journalism Coding Porfolio MOOCs Undergraduate Papers Introduction I am passionate about Artificial Intelligence tech and its impact on the future of our society.
News
What I Learned From Tecton's apply() 2022 Conference
This long-form article dissects content from 14 sessions and lightning talks that I found most useful from attending Tecton
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What I Learned From The Open Source Data Stack Conference 2021
Building the modern stack with open-source data solutions
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Meta-Learning Is All You Need
Meta-learning , also known as learning how to learn , has recently emerged as a potential learning paradigm that can learn information from one task and generalize that information to unseen tasks proficiently. During this quarantine time, I started watch
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The 5 Components Towards Building Production-Ready Machine Learning Systems
In this blog post, I would like to share the best practices to deploy machine learning models in production as efficiently as possible.
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Variants of Matrix Factorization for Collaborative Filtering
Mathematical Deep Dive Into Matrix Factorization
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The 5-Step Recipe To Make Your Deep Learning Models Bug-Free
In this blog post, I will provide a mental recipe on troubleshooting deep neural networks.
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