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Technology

Machine Learning Guide

by OCDevel

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Ranking history · United States

Latest daily rankings: Oct 27. New rankings will appear after the next update.

Recent history only — this show has no current ranking on the Technology chart. These are recorded positions from the last 14 days, not current rankings.

Position on the Technology combined chart over the last 14 days. Toggle platforms to compare their positions. Lower rank numbers are better.

#128#148#167#187#206Chart rankOct 15Oct 18Oct 21Oct 24Oct 27
View as table
DateCombined RankApple Podcasts
Oct 27——
Oct 20#195#192
Oct 17#138#128
Oct 15#196#193

Latest episodes

  • MLG 013 Shallow Algos 2

    April 9, 2017 · 56 min

    Try a walking desk to stay healthy while you study or work! Full notes at  ocdevel.com/mlg/13  Support Vector Machines (SVM) Purpose: Classification and regression. Mechanism: Establishes decision boundaries with maximum margin. Margin…

  • MLG 012 Shallow Algos 1

    March 19, 2017 · 54 min

    Try a walking desk to stay healthy while you study or work! Full notes at ocdevel.com/mlg/12  Topics Shallow vs. Deep Learning: Shallow learning can often solve problems more efficiently in time and resources compared to deep learning…

  • MLG 010 Languages & Frameworks

    March 7, 2017 · 45 min

    Try a walking desk to stay healthy while you study or work! Full notes at  ocdevel.com/mlg/10  Topics: Recommended Languages and Frameworks: Python and TensorFlow are top recommendations for machine learning. Python's versatile…

  • MLG 009 Deep Learning

    March 4, 2017 · 51 min

    Try a walking desk to stay healthy while you study or work! Full notes at ocdevel.com/mlg/9  Key Concepts: Deep Learning vs. Shallow Learning: Machine learning is broken down hierarchically into AI, ML, and subfields like…

  • MLG 008 Math for Machine Learning

    February 23, 2017 · 28 min

    Mathematics essential for machine learning includes linear algebra, statistics, and calculus, each serving distinct purposes: linear algebra handles data representation and computation, statistics underpins the algorithms and evaluation…

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  • MLG 007 Logistic Regression

    February 19, 2017 · 35 min

    The logistic regression algorithm is used for classification tasks in supervised machine learning, distinguishing items by class (such as "expensive" or "not expensive") rather than predicting continuous numerical values. Logistic…

  • MLG 006 Certificates & Degrees

    February 17, 2017 · 16 min

    People interested in machine learning can choose between self-guided learning, online certification programs such as MOOCs, accredited university degrees, and doctoral research, with industry acceptance and personal goals influencing which…

  • MLG 005 Linear Regression

    February 16, 2017 · 35 min

    Linear regression is introduced as the foundational supervised learning algorithm for predicting continuous numeric values, using cost estimation of Portland houses as an example. The episode explains the three-step process of machine…

  • MLG 004 Algorithms - Intuition

    February 12, 2017 · 23 min

    Machine learning consists of three steps: prediction, error evaluation, and learning, implemented by training algorithms on large datasets to build models that can make decisions or classifications. The primary categories of machine…

  • MLG 003 Inspiration

    February 10, 2017 · 19 min

    AI is rapidly transforming both creative and knowledge-based professions, prompting debates on economic disruption, the future of work, the singularity, consciousness, and the potential risks associated with powerful autonomous systems…

  • MLG 002 Difference Between Artificial Intelligence, Machine Learning, Data Science

    February 9, 2017 · 1 hr 5 min

    Artificial intelligence is the automation of tasks that require human intelligence, encompassing fields like natural language processing, perception, planning, and robotics, with machine learning emerging as the primary method to recognize…

  • MLG 001 Introduction

    February 1, 2017 · 8 min

    Show notes: ocdevel.com/mlg/1. MLG teaches the fundamentals of machine learning and artificial intelligence. It covers intuition, models, math, languages, frameworks, etc. Where your other ML resources provide the trees, I provide the…

Full episode archive on Apple Podcasts →

About the show

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.