The Heavybit Library
The Heavybit Library is an extensive catalog of educational content featuring hundreds of hours of expert presentations, insightful podcasts, and articles focused on helping technical founders achieve breakout success.
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Generationship Ep. #38, Wayfinder with Heidi Waterhouse
In episode 38 of Generationship, Rachel Chalmers sits down with Heidi Waterhouse, co-author of "Progressive Delivery." They...
How to Properly Scope and Evolve Data Pipelines
For Data Pipelines, Planning Matters. So Does Evolution. A data pipeline is a set of processes that extracts, transforms, and...
How to Create Data Pipelines
How to Create Data Pipelines Introduction to Data Pipelines In today’s data-driven world developers and product managers rely...
Generationship Ep. #22, Back to the Real World with Elijah Ben Izzy
In episode 22 of Generationship, Rachel Chalmers speaks with Elijah Ben Izzy, CTO at Dagworks. Elijah emphasizes the importance...
LLM Fine-Tuning: A Guide for Engineering Teams in 2025
General-purpose large language models (LLMs) are built for broad artificial intelligence (AI) applications. The most popular...
Open Source Ready Ep. #11, Unpacking MCP with Steve Manuel
In episode 11 of Open Source Ready, Brian Douglas and John McBride sit down with AI expert Steve Manuel to explore the Model...
Synthetic Data for AI: Purpose and Use Cases
What to Know About Synthetic Data for AI Programs For software developers, large language models (LLMs) like ChatGPT can help...
Machine Learning Lifecycle: Take Projects from Idea to Launch
Machine learning is the process of teaching deep learning algorithms to make predictions based on a specific dataset. ML...
Generationship Ep. #36, Solarpunk with Christine Spang
In episode 36 of Generationship, Rachel Chalmers speaks with Christine Spang about the past, present, and future of enterprise...
Data Council 2025: The Data Science & Algorithms Track with Sean Taylor and Jesse Robbins
Heavybit is thrilled to be sponsoring Data Council 2025, and we invite you to join us in Oakland from Apr 22-24 to experience 3...
How to Make Open-Source & Local LLMs Work in Practice
How to Get Open-Source LLMs Running Locally Heavybit has partnered with GenLab and the MLOps Community, which gathers thousands...
The Future of Coding in the Age of GenAI
What AI Assistants Mean for the Future of Coding If you only read the headlines, AI has already amplified software engineers...