Infinite Curiosity

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Index of Infinite Curiosity

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Intersection of Artificial Intelligence and Startups. Includes in-depth analysis of how Machine Learning practitioners build products.
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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

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Welcome to Infinite Curiosity, a weekly newsletter that explores the intersection of Artificial Intelligence and Startups. Tech enthusiasts across 200 countries have been reading what I write. Subscribe to this newsletter for free to receive it in your inbox every week:


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

📜 Product Category Memo

  • Vector databases

  • Infrastructure to build LLM apps

  • Data Labeling

  • Model Monitoring Tools

  • LLM-Infused Products

  • Software Products That Speed Up ML On Hardware

  • Data App Builders

  • Feature Store

  • Data Science Notebooks

💡 Ideas

  • Spotify for foundation models

  • 8 Product Ideas For AI Infrastructure Builders

  • 15 AI Predictions For 2023

  • 9 Products To Build For ML Practitioners Who Need To Generate Synthetic Data

  • 14 Types Of Products You Can Build For Machine Learning Practitioners

🚀 Building ML Startups

  • Capex vs Opex in SaaS

  • Why Pricing Matters

  • How to create an ROI scorecard for your machine learning product

  • How to get the first 10 customers for your ML 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 ML startups

  • How to order the slides in a fundraising deck

  • Landscape Of Data Orchestration Tools

  • 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

⛰ ML Concepts Simplified

  • What is vector search

  • What Is Empirical Risk Minimization

  • What Are Gaussian Mixture Models

  • How To Measure The Memory Of Time Series Data

  • What Is Monte Carlo Simulation

  • How To Measure The Stability Of A Machine Learning Algorithm

  • What Is A Bayesian Classifier

  • What Is Cost Sensitive Learning

  • How To Measure The Quality Of Images Created By AI Models

  • What Is An Activation Function

  • What Is Data Orchestration

  • 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

🧑🏻‍💻 Career Growth

  • How To Manage Standup Meetings As A Machine Learning Team Leader

  • What Product Managers Should Know About Machine Learning

  • 6 Things An ML Practitioner Should Know About Revenue

  • 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

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