Index of Infinite Curiosity

List of all my posts organized by category

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:

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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