Machine Learning Guide
Machine learning audio course, teaching the fundamentals of machine learning and artificial intelligence. It covers intuition, models (shallow and deep), math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the forest. Consider MLG your syllabus, with highly-curated resources for each episode's details at ocdevel.com. Audio is a great supplement during exercise, commute, chores, etc.
Letzte Episode
MLA 027 AI Video End-to-End Workflow (14.07.2025)
Frühere Episoden
- MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion 12.07.2025
- MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly 09.07.2025
- MLG 036 Autoencoders 30.05.2025
- MLG 035 Large Language Models 2 08.05.2025
- MLG 034 Large Language Models 1 08.05.2025
- MLA 024 Code AI MCP Servers, ML Engineering 13.04.2025
- MLA 023 Code AI Models & Modes 13.04.2025
- MLA 022 Code AI: Cursor, Cline, Roo, Aider, Copilot, Windsurf 09.02.2025
- MLG 033 Transformers 09.02.2025
- MLA 021 Databricks: Cloud Analytics and MLOps 22.06.2022
- MLA 020 Kubeflow and ML Pipeline Orchestration on Kubernetes 29.01.2022
- MLA 019 Cloud, DevOps & Architecture 14.01.2022
- MLA 017 AWS Local Development Environment 06.11.2021
- MLA 016 AWS SageMaker MLOps 2 05.11.2021
- MLA 015 AWS SageMaker MLOps 1 04.11.2021
- MLA 014 Machine Learning Hosting and Serverless Deployment 18.01.2021
- MLA 013 Tech Stack for Customer-Facing Machine Learning Products 03.01.2021
- MLA 012 Docker for Machine Learning Workflows 09.11.2020
- MLG 032 Cartesian Similarity Metrics 08.11.2020
- MLA 011 Practical Clustering Tools 08.11.2020
