Infinite Curiosity

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Index of Infinite Curiosity
prateekjoshi.substack.com

Index of Infinite Curiosity

List of all my posts organized by category

Prateek Joshi
Dec 7, 2021
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Index of Infinite Curiosity
prateekjoshi.substack.com

Hey reader, welcome to my weekly newsletter. I write about ML concepts, how to build ML products, and how to thrive at work. You can learn more about me here. Feel free to send me your questions and I’m happy to offer my thoughts. Subscribe to this newsletter to receive it in your inbox every week.


This post is a living document of all the posts organized by category:

⛰ ML Concepts Simplified

  • What Is Federated Learning

  • What Is Pathways Language Model

  • What Are Transformers In Machine Learning

  • What Is Gradient Boosting In Machine Learning

  • What Is Ensemble Learning

  • Understanding Bias And Variance In Machine Learning

  • What Is A Tensor In Machine Learning

  • What Is Geometric Deep Learning

🚀 Building ML Products

  • Why is it better to be a seller of picks and shovels vs being a gold miner

  • How to do customer discovery for a machine learning product

  • Use cases and tools for Natural Language Processing

🧑🏻‍💻 Career Growth

  • What career paths are available in AI

  • What types of roles are available in AI

  • How to get into AI as a software engineer

  • What does an MLOps Engineer do

  • How to succeed as a Machine Learning Engineer

🧱 Startups

  • How to get the first 10 customers for your AI startup

  • How to order the slides in a customer intro deck

  • How to raise your first round of funding as a first time founder

  • How VCs do diligence on AI startups

  • How to order the slides in a fundraising deck

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Index of Infinite Curiosity
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