Machine Learning Guide
By OCDevel
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Category: Technology
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Subscribers: 957
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Episodes: 60
Description
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.
| Episode | Date |
|---|---|
|
MLA 030 AI Job Displacement & ML Careers
|
Feb 26, 2026 |
|
MLA 029 OpenClaw
|
Feb 22, 2026 |
|
MLA 028 AI Agents
|
Feb 22, 2026 |
|
MLA 027 AI Video End-to-End Workflow
|
Jul 14, 2025 |
|
MLA 026 AI Video Generation: Veo 3 vs Sora, Kling, Runway, Stable Video Diffusion
|
Jul 12, 2025 |
|
MLA 025 AI Image Generation: Midjourney vs Stable Diffusion, GPT-4o, Imagen & Firefly
|
Jul 09, 2025 |
|
MLG 036 Autoencoders
|
May 30, 2025 |
|
MLG 035 Large Language Models 2
|
May 08, 2025 |
|
MLG 034 Large Language Models 1
|
May 07, 2025 |
|
MLA 024 Agentic Software Engineering
|
Apr 13, 2025 |
|
MLA 023 Claude Code Components
|
Apr 13, 2025 |
|
MLA 022 Vibe Coding
|
Feb 09, 2025 |
|
MLG 033 Transformers
|
Feb 09, 2025 |
|
MLA 021 Databricks: Cloud Analytics and MLOps
|
Jun 22, 2022 |
|
MLA 020 Kubeflow and ML Pipeline Orchestration on Kubernetes
|
Jan 29, 2022 |
|
MLA 019 Cloud, DevOps & Architecture
|
Jan 13, 2022 |
|
MLA 017 AWS Local Development Environment
|
Nov 06, 2021 |
|
MLA 016 AWS SageMaker MLOps 2
|
Nov 05, 2021 |
|
MLA 015 AWS SageMaker MLOps 1
|
Nov 04, 2021 |
|
MLA 014 Machine Learning Hosting and Serverless Deployment
|
Jan 18, 2021 |
|
MLA 013 Tech Stack for Customer-Facing Machine Learning Products
|
Jan 03, 2021 |
|
MLA 012 Docker for Machine Learning Workflows
|
Nov 09, 2020 |
|
MLG 032 Cartesian Similarity Metrics
|
Nov 08, 2020 |
|
MLA 011 Practical Clustering Tools
|
Nov 08, 2020 |
|
MLA 010 NLP packages: transformers, spaCy, Gensim, NLTK
|
Oct 28, 2020 |
|
MLA 009 Charting and Visualization Tools for Data Science
|
Nov 06, 2018 |
|
MLA 008 Exploratory Data Analysis (EDA)
|
Oct 26, 2018 |
|
MLA 007 Jupyter Notebooks
|
Oct 16, 2018 |
|
MLA 006 Salaries for Data Science & Machine Learning
|
Jul 19, 2018 |
|
MLA 005 Shapes and Sizes: Tensors and NDArrays
|
Jun 09, 2018 |
|
MLA 003 Storage: HDF, Pickle, Postgres
|
May 24, 2018 |
|
MLA 002 Numpy & Pandas
|
May 24, 2018 |
|
MLA 001 Degrees, Certificates, and Machine Learning Careers
|
May 24, 2018 |
|
MLG 029 Reinforcement Learning Intro
|
Feb 05, 2018 |
|
MLG 028 Hyperparameters 2
|
Feb 04, 2018 |
|
MLG 027 Hyperparameters 1
|
Jan 28, 2018 |
|
MLG 026 Project Bitcoin Trader
|
Jan 27, 2018 |
|
MLG 025 Convolutional Neural Networks
|
Oct 30, 2017 |
|
MLG 024 Tech Stack
|
Oct 07, 2017 |
|
MLG 023 Deep NLP 2
|
Aug 20, 2017 |
|
MLG 022 Deep NLP 1
|
Jul 29, 2017 |
|
MLG 020 Natural Language Processing 3
|
Jul 23, 2017 |
|
MLG 019 Natural Language Processing 2
|
Jul 11, 2017 |
|
MLG 018 Natural Language Processing 1
|
Jun 26, 2017 |
|
MLG 017 Checkpoint
|
Jun 04, 2017 |
|
MLG 016 Consciousness
|
May 21, 2017 |
|
MLG 015 Performance
|
May 07, 2017 |
|
MLG 014 Shallow Algos 3
|
Apr 23, 2017 |
|
MLG 013 Shallow Algos 2
|
Apr 09, 2017 |
|
MLG 012 Shallow Algos 1
|
Mar 19, 2017 |
|
MLG 010 Languages & Frameworks
|
Mar 07, 2017 |
|
MLG 009 Deep Learning
|
Mar 04, 2017 |
|
MLG 008 Math for Machine Learning
|
Feb 23, 2017 |
|
MLG 007 Logistic Regression
|
Feb 19, 2017 |
|
MLG 006 Certificates & Degrees
|
Feb 17, 2017 |
|
MLG 005 Linear Regression
|
Feb 16, 2017 |
|
MLG 004 Algorithms - Intuition
|
Feb 12, 2017 |
|
MLG 003 Inspiration
|
Feb 10, 2017 |
|
MLG 002 Difference Between Artificial Intelligence, Machine Learning, Data Science
|
Feb 09, 2017 |
|
MLG 001 Introduction
|
Feb 01, 2017 |