Machine Learning Guide
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Subscribers: 943
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Episodes: 48
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 021 Databricks
|
Jun 22, 2022 |
|
MLA 020 Kubeflow
|
Jan 29, 2022 |
|
MLA 019 DevOps
|
Jan 13, 2022 |
|
MLA 018 Descript
|
Nov 07, 2021 |
|
MLA 017 AWS Local Development
|
Nov 06, 2021 |
|
MLA 016 SageMaker 2
|
Nov 05, 2021 |
|
MLA 015 SageMaker 1
|
Nov 04, 2021 |
|
MLA 014 Machine Learning Server
|
Jan 18, 2021 |
|
MLA 013 Customer Facing Tech Stack
|
Jan 03, 2021 |
|
MLA 012 Docker
|
Nov 09, 2020 |
|
MLG 032 Cartesian Similarity Metrics
|
Nov 08, 2020 |
|
MLA 011 Practical Clustering
|
Nov 08, 2020 |
|
MLA 010 NLP packages: transformers, spaCy, Gensim, NLTK
|
Oct 28, 2020 |
|
MLA 009 Charting tools
|
Nov 06, 2018 |
|
MLA 008 Exploratory Data Analysis
|
Oct 26, 2018 |
|
MLA 007 Jupyter Notebooks
|
Oct 16, 2018 |
|
MLA 006 Salary
|
Jul 19, 2018 |
|
MLA 005 Shapes & Sizes
|
Jun 09, 2018 |
|
MLA 003 Storage: HDF, Pickle, Postgres
|
May 24, 2018 |
|
MLA 002 Numpy & Pandas
|
May 24, 2018 |
|
MLA 001 Certificates & Degrees
|
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
|
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 What is AI, ML, DS
|
Feb 09, 2017 |
|
MLG 001 Introduction
|
Feb 01, 2017 |