Machine Learning Guide

Machine Learning Guide

33 episodes

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.

Podcasts

MLA 021 Databricks

Published: June 22, 2022, 1:50 a.m.
Duration: 25 minutes 45 seconds

Listed in: Technology

MLA 020 Kubeflow

Published: Jan. 29, 2022, 12:48 a.m.
Duration: 1 hour 7 minutes 57 seconds

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MLA 019 DevOps

Published: Jan. 13, 2022, 10:42 p.m.
Duration: 1 hour 14 minutes 38 seconds

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MLA 018 Descript

Published: Nov. 7, 2021, 1:26 a.m.
Duration: 6 minutes 22 seconds

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MLA 017 AWS Local Development

Published: Nov. 6, 2021, 5:39 a.m.
Duration: 1 hour 4 minutes 4 seconds

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MLA 016 SageMaker 2

Published: Nov. 5, 2021, 5:20 a.m.
Duration: 59 minutes 43 seconds

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MLA 015 SageMaker 1

Published: Nov. 4, 2021, 6:21 a.m.
Duration: 46 minutes 46 seconds

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MLA 014 Machine Learning Server

Published: Jan. 18, 2021, 1:31 a.m.
Duration: 51 minutes 50 seconds

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MLA 013 Customer Facing Tech Stack

Published: Jan. 3, 2021, 1:20 a.m.
Duration: 46 minutes 54 seconds

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MLA 012 Docker

Published: Nov. 9, 2020, 1:17 a.m.
Duration: 30 minutes 58 seconds

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MLG 032 Cartesian Similarity Metrics

Published: Nov. 8, 2020, 5 p.m.
Duration: 41 minutes 37 seconds

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032 Cartesian Similarity Metrics

Published: Nov. 8, 2020, 5:10 a.m.
Duration: 42 minutes 28 seconds

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MLA 011 Practical Clustering

Published: Nov. 8, 2020, 1:13 a.m.
Duration: 34 minutes 8 seconds

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MLA 010 NLP packages: transformers, spaCy, Gensim, NLTK

Published: Oct. 28, 2020, 1:08 a.m.
Duration: 25 minutes 33 seconds

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031 The Podcasts Return

Published: Oct. 28, 2020, 12:38 a.m.
Duration: 7 minutes 57 seconds

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MLA 009 Charting tools

Published: Nov. 6, 2018, 1:06 a.m.
Duration: 24 minutes

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MLA 008 Exploratory Data Analysis

Published: Oct. 26, 2018, 8 a.m.
Duration: 24 minutes 23 seconds

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MLA 007 Jupyter Notebooks

Published: Oct. 16, 2018, 8 a.m.
Duration: 16 minutes 9 seconds

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MLA 006 Salary

Published: July 19, 2018, 8 a.m.
Duration: 18 minutes 52 seconds

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MLA 005 Shapes & Sizes

Published: June 9, 2018, 8 a.m.
Duration: 26 minutes 30 seconds

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030 Podcast Update

Published: May 24, 2018, 10:17 p.m.
Duration: 6 minutes 8 seconds

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030 New Series: Machine Learning Applied

Published: May 24, 2018, 10:17 p.m.
Duration: 5 minutes 29 seconds

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MLA 003 Storage: HDF, Pickle, Postgres

Published: May 24, 2018, 10 a.m.
Duration: 17 minutes 2 seconds

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MLA 002 Numpy & Pandas

Published: May 24, 2018, 9 a.m.
Duration: 17 minutes 26 seconds

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MLA 001 Certificates & Degrees

Published: May 24, 2018, 8 a.m.
Duration: 11 minutes 20 seconds

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MLG 029 Reinforcement Learning Intro

Published: Feb. 5, 2018, 4:50 p.m.
Duration: 43 minutes 6 seconds

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029 Reinforcement Learning Intro

Published: Feb. 5, 2018, 4:50 p.m.
Duration: 42 minutes 27 seconds

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MLG 028 Hyperparameters 2

Published: Feb. 4, 2018, 6:35 p.m.
Duration: 50 minutes 10 seconds

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028 Hyperparameters 2

Published: Feb. 4, 2018, 6:35 p.m.
Duration: 50 minutes 10 seconds

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MLG 027 Hyperparameters 1

Published: Jan. 28, 2018, 3:28 a.m.
Duration: 46 minutes 49 seconds

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027 Hyperparameters 1

Published: Jan. 28, 2018, 3:28 a.m.
Duration: 46 minutes 9 seconds

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MLG 026 Project Bitcoin Trader

Published: Jan. 27, 2018, 3:05 a.m.
Duration: 38 minutes 25 seconds

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026 Project Bitcoin Trader

Published: Jan. 27, 2018, 3:05 a.m.
Duration: 38 minutes 20 seconds

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MLG 025 Convolutional Neural Networks

Published: Oct. 30, 2017, 1:47 p.m.
Duration: 44 minutes 24 seconds

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025 Convolutional Neural Networks

Published: Oct. 30, 2017, 1:47 p.m.
Duration: 44 minutes 21 seconds

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MLG 024 Tech Stack

Published: Oct. 7, 2017, 1:40 a.m.
Duration: 1 hour 1 minute 21 seconds

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024 Tech Stack

Published: Oct. 7, 2017, 1:40 a.m.
Duration: 1 hour 1 minute 17 seconds

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MLG 023 Deep NLP 2

Published: Aug. 20, 2017, 11:23 p.m.
Duration: 42 minutes 49 seconds

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023 Deep NLP 2

Published: Aug. 20, 2017, 11:23 p.m.
Duration: 42 minutes 45 seconds

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MLG 022 Deep NLP 1

Published: July 29, 2017, 1:55 a.m.
Duration: 49 minutes 25 seconds

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022 Deep NLP 1

Published: July 29, 2017, 1:55 a.m.
Duration: 49 minutes 21 seconds

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021 New Series: Machine Learning Applied

Published: July 27, 2017, 11:33 p.m.
Duration: 1 minute 50 seconds

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MLG 020 Natural Language Processing 3

Published: July 23, 2017, 11:47 p.m.
Duration: 40 minutes 30 seconds

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020 Natural Language Processing 3

Published: July 23, 2017, 11:47 p.m.
Duration: 40 minutes 26 seconds

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MLG 019 Natural Language Processing 2

Published: July 11, 2017, 1:40 a.m.
Duration: 1 hour 5 minutes 39 seconds

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019 Natural Language Processing 2

Published: July 11, 2017, 1:40 a.m.
Duration: 1 hour 5 minutes 33 seconds

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MLG 018 Natural Language Processing 1

Published: June 26, 2017, 12:06 a.m.
Duration: 57 minutes 53 seconds

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018 Natural Language Processing 1

Published: June 26, 2017, 12:06 a.m.
Duration: 57 minutes 48 seconds

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MLG 017 Checkpoint

Published: June 4, 2017, 5 a.m.
Duration: 7 minutes 54 seconds

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017 Checkpoint

Published: June 4, 2017, 5 a.m.
Duration: 7 minutes

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MLG 016 Consciousness

Published: May 21, 2017, 5 a.m.
Duration: 1 hour 13 minutes 50 seconds

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016 Consciousness

Published: May 21, 2017, 5 a.m.
Duration: 1 hour 13 minutes 45 seconds

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MLG 015 Performance

Published: May 7, 2017, 5 a.m.
Duration: 41 minutes 28 seconds

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015 Performance

Published: May 7, 2017, 5 a.m.
Duration: 41 minutes 24 seconds

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MLG 014 Shallow Algos 3

Published: April 23, 2017, 5 a.m.
Duration: 48 minutes 12 seconds

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014 Shallow Algos 3

Published: April 23, 2017, 5 a.m.
Duration: 48 minutes 7 seconds

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MLG 013 Shallow Algos 2

Published: April 9, 2017, 5 a.m.
Duration: 55 minutes 21 seconds

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013 Shallow Algos 2

Published: April 9, 2017, 5 a.m.
Duration: 55 minutes 13 seconds

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MLG 012 Shallow Algos 1

Published: March 19, 2017, 5 a.m.
Duration: 53 minutes 21 seconds

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012 Shallow Algos 1

Published: March 19, 2017, 5 a.m.
Duration: 53 minutes 17 seconds

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011 Checkpoint

Published: March 8, 2017, 5 a.m.
Duration: 7 minutes 45 seconds

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MLG 010 Languages & Frameworks

Published: March 7, 2017, 5 a.m.
Duration: 44 minutes 21 seconds

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010 Languages & Frameworks

Published: March 7, 2017, 5 a.m.
Duration: 44 minutes 17 seconds

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MLG 009 Deep Learning

Published: March 4, 2017, 5 a.m.
Duration: 51 minutes 13 seconds

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009 Deep Learning

Published: March 4, 2017, 5 a.m.
Duration: 51 minutes 9 seconds

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MLG 008 Math

Published: Feb. 23, 2017, 5 a.m.
Duration: 27 minutes 28 seconds

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008 Math

Published: Feb. 23, 2017, 5 a.m.
Duration: 27 minutes 24 seconds

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MLG 007 Logistic Regression

Published: Feb. 19, 2017, 5 a.m.
Duration: 34 minutes 25 seconds

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007 Logistic Regression

Published: Feb. 19, 2017, 5 a.m.
Duration: 34 minutes 20 seconds

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MLG 006 Certificates & Degrees

Published: Feb. 17, 2017, 5 a.m.
Duration: 15 minutes 42 seconds

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006 Certificates & Degrees

Published: Feb. 17, 2017, 5 a.m.
Duration: 15 minutes 37 seconds

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MLG 005 Linear Regression

Published: Feb. 16, 2017, 5 a.m.
Duration: 33 minutes 45 seconds

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005 Linear Regression

Published: Feb. 16, 2017, 5 a.m.
Duration: 33 minutes 40 seconds

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MLG 004 Algorithms - Intuition

Published: Feb. 12, 2017, 5 a.m.
Duration: 22 minutes 41 seconds

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004 Algorithms - Intuition

Published: Feb. 12, 2017, 5 a.m.
Duration: 21 minutes 54 seconds

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MLG 003 Inspiration

Published: Feb. 10, 2017, 5 a.m.
Duration: 18 minutes 28 seconds

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003 Inspiration

Published: Feb. 10, 2017, 5 a.m.
Duration: 17 minutes 41 seconds

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002 What is AI / ML

Published: Feb. 9, 2017, 5 a.m.
Duration: 32 minutes 5 seconds

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MLG 002 What is AI, ML, DS

Published: Feb. 9, 2017, 4:21 a.m.
Duration: 1 hour 4 minutes 10 seconds

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MLG 001 Introduction

Published: Feb. 1, 2017, 5 a.m.
Duration: 9 minutes 17 seconds

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001 Introduction

Published: Feb. 1, 2017, 5 a.m.
Duration: 10 minutes 3 seconds

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