Machine Learning Guide
A podcast by OCDevel
52 Episodes
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MLA 027 AI Video End-to-End Workflow
Published: 7/14/2025 -
MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion
Published: 7/12/2025 -
MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly
Published: 7/9/2025 -
MLG 036 Autoencoders
Published: 5/30/2025 -
MLG 035 Large Language Models 2
Published: 5/8/2025 -
MLG 034 Large Language Models 1
Published: 5/7/2025 -
MLA 024 Code AI MCP Servers, ML Engineering
Published: 4/13/2025 -
MLA 023 Code AI Models & Modes
Published: 4/13/2025 -
MLA 022 Code AI: Cursor, Cline, Roo, Aider, Copilot, Windsurf
Published: 2/9/2025 -
MLG 033 Transformers
Published: 2/9/2025 -
MLA 021 Databricks: Cloud Analytics and MLOps
Published: 6/22/2022 -
MLA 020 Kubeflow and ML Pipeline Orchestration on Kubernetes
Published: 1/29/2022 -
MLA 019 Cloud, DevOps & Architecture
Published: 1/13/2022 -
MLA 018 Descript
Published: 11/7/2021 -
MLA 017 AWS Local Development Environment
Published: 11/6/2021 -
MLA 016 AWS SageMaker MLOps 2
Published: 11/5/2021 -
MLA 015 AWS SageMaker MLOps 1
Published: 11/4/2021 -
MLA 014 Machine Learning Hosting and Serverless Deployment
Published: 1/18/2021 -
MLA 013 Tech Stack for Customer-Facing Machine Learning Products
Published: 1/3/2021 -
MLA 012 Docker for Machine Learning Workflows
Published: 11/9/2020
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.