Learnings of a Maker

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No experience necessary. Some assembly required. We aren't experts. We are just excited to learn, build, fail, and repeat. Come learn and make with us.

LU

  • Aug 29, 2018 LATEST EPISODE
  • infrequent NEW EPISODES
  • 3m AVG DURATION
  • 8 EPISODES


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Latest episodes from Learnings of a Maker

Curse of Dimensionality - Day 7 #100DaysOfMLCode

Play Episode Listen Later Aug 29, 2018 1:45


The more dimensions we have, the more data we need. #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML

Spiky Dimensions - Day 6 #100DaysOfMLCode

Play Episode Listen Later Aug 29, 2018 3:32


I was cursed. I had to explore what higher dimensional spheres and cubes looked like. Here is a playlist of more visual explanations. I’ll get back to regular ML on day 7. https://www.youtube.com/playlist?list=PL0XpKwCBES4NH5d_X6Xp8QE-On6PoT98S #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML

Learning Rabbit Hole - Day 5 #100DaysOfMLCode

Play Episode Listen Later Aug 27, 2018 6:29


I dove down a rabbit hole and discovered that Bayesian methods cracked codes, solved medical mysteries, predicted elections, found ships, determined nuclear safety, and much more. I also learned there is a giant math war between Frequentists and Bayesians. #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML

Risk and Accuracy - Day 4 #100DaysOfMLCode

Play Episode Listen Later Aug 25, 2018 2:17


The ROC curve helps determine an algorithms accuracy. We can chose to make our algorithm more or less risk-adverse. #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML

Loss and Confusion- Day 3 #100DaysOfMLCode

Play Episode Listen Later Aug 25, 2018 2:22


We take a look at the loss matrix and the confusion matrix. Using Bayes, we can determine if our rover should drive over rocks or avoid them. You can adjust the numbers and test out your own theories with this google sheet — https://docs.google.com/spreadsheets/d/1t8MnTQpOy33vlQXZILZyInHDDJvs8yAetwNM04OcRt4/edit?usp=sharing #100DaysOfMLCode #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML

Naive Bayes and Spam Filters - Day 2

Play Episode Listen Later Aug 24, 2018 2:41


Overview of Naive Bayes Algorithm. Sorry the audio quality is off. Ran out of time to redo. I also post daily videos and blog posts. I'll do better tomorrow. Thanks for listening!

Day 1- What is Machine Learning

Play Episode Listen Later Aug 22, 2018 4:16


Let's explore machine learning together. Today is day one of the 100 day Machine Learning Challenge. We will talk about Lego Robots, Mars Rovers, and what machine learning is. #100DaysOfMLCode #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning

Episode 1

Play Episode Listen Later Jul 19, 2018 1:08


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