Machine Learning Guide Podcast
1) MLA 027 AI Video End-to-End Workflow
How to maintain character consistency, style consistency, etc in an AI video. Prosumers can use Google Veo 3’s "High-Quality Chaining" for fast social media content. Indie filmmakers can achieve narra...Show More
2) MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion
Google Veo leads the generative video market with superior 4K photorealism and integrated audio, an advantage derived from its YouTube training data. OpenAI Sora is the top tool for narrative storytel...Show More
3) MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly
The 2025 generative AI image market is a trade-off between aesthetic quality, instruction-following, and user control. This episode analyzes the key platforms, comparing Midjourney's artistic output a...Show More
4) MLG 036 Autoencoders
Auto encoders are neural networks that compress data into a smaller "code," enabling dimensionality reduction, data cleaning, and lossy compression by reconstructing original inputs from this code. Ad...Show More
5) MLG 035 Large Language Models 2
At inference, large language models use in-context learning with zero-, one-, or few-shot examples to perform new tasks without weight updates, and can be grounded with Retrieval Augmented Generation ...Show More
6) MLG 034 Large Language Models 1
Explains language models (LLMs) advancements. Scaling laws - the relationships among model size, data size, and compute - and how emergent abilities such as in-context learning, multi-step reasoning, ...Show More
7) MLA 024 Code AI MCP Servers, ML Engineering
Tool Use and Model Context Protocol (MCP) Notes and resources at ocdevel.com/mlg/mla-24 Try a walking desk to stay healthy while you study or work! Tool Use in Vibe Coding Agents File Operations: A...Show More
8) MLA 023 Code AI Models & Modes
Notes and resources at ocdevel.com/mlg/mla-23 Try a walking desk to stay healthy while you study or work! Model Current Leaders According to the Aider Leaderboard (as of April 12, 2025), leading mod...Show More
9) MLA 022 Code AI Tools
Try a walking desk while studying ML or working on your projects! https://ocdevel.com/walk Show notes: https://ocdevel.com/mlg/mla-22 Tools discussed: Windsurf: https://codeium.com/windsurf Copilot: ...Show More
10) MLG 033 Transformers
Try a walking desk while studying ML or working on your projects! 3Blue1Brown videos Background & Motivation: RNN Limitations: Sequential processing prevents full parallelization—even with attenti...Show More