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Training BPE, WordPiece, and Unigram Tokenizers from Scratch using Hugging Face
Comparing the tokens generated by SOTA tokenization algorithms using Hugging Face's tokenizers package.
Oct 17, 2021
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Harshit Tyagi
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Training BPE, WordPiece, and Unigram Tokenizers from Scratch using Hugging Face
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The Evolution of Tokenization - Byte Pair Encoding in NLP
Introduction to Byte Pair Encoding
Oct 3, 2021
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Harshit Tyagi
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The Evolution of Tokenization - Byte Pair Encoding in NLP
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September 2021
Building at the Crossover of Research and Entrepreneurship - Optimizing my Work Ethic
Framework to produce valuable work. Relevant for anyone who doesn't get well-defined or externally imposed goals.
Sep 11, 2021
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Harshit Tyagi
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Building at the Crossover of Research and Entrepreneurship - Optimizing my Work Ethic
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August 2021
New course launch🎉 - Foundations for Data Science & ML
Essential programming, math, and statistics for Data Science & ML
Aug 20, 2021
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Harshit Tyagi
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New course launch🎉 - Foundations for Data Science & ML
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June 2021
New Machine Learning Specialisations for Advanced Practitioners
Today, you don’t need to go to a university or a college to pursue a career in machine learning or any data-driven domain but you need a plan and a…
Jun 18, 2021
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Harshit Tyagi
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New Machine Learning Specialisations for Advanced Practitioners
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May 2021
Career Quadrant for Data Scientists and ML Engineers
Optimizing the approach and making the most out of your current situation.
May 21, 2021
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Harshit Tyagi
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Career Quadrant for Data Scientists and ML Engineers
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Learning to Build Robust ML Systems - Resources I am finding useful!
Documentation, courses and inspiration for your weekend.
May 14, 2021
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Harshit Tyagi
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Learning to Build Robust ML Systems - Resources I am finding useful!
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Book Recommendations To Grok and Build Machine Learning Systems
Encompassing everything from fundamentals to building production-ready ML systems
May 7, 2021
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Harshit Tyagi
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Book Recommendations To Grok and Build Machine Learning Systems
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April 2021
Questions You Should Ask Before Starting Your ML Project
Guidelines and questions to hedge the risk associated with an ML project
Apr 30, 2021
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Harshit Tyagi
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Questions You Should Ask Before Starting Your ML Project
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Reframing ML problems | How does Netflix use ML to Improve Streaming Quality
Hi, I hope you’re reading this email while keeping up in good health. This week I want you to ponder over how you frame your ML problems. I am going to…
Apr 23, 2021
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Harshit Tyagi
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Reframing ML problems | How does Netflix use ML to Improve Streaming Quality
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ML pipeline architecture that powers apps like Spotify, Airbnb, and Twitter
Tasks and tools to move your research experiments in Jupyter notebooks to production pipelines using TFX.
Apr 16, 2021
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Harshit Tyagi
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ML pipeline architecture that powers apps like Spotify, Airbnb, and Twitter
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Five hard truths about building a career in Data Science
Why do people find it overwhelming to land their first job in Data Science
Apr 9, 2021
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Harshit Tyagi
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Five hard truths about building a career in Data Science
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