Learnings of a Maker

LU

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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.

30/08/2018

Curse of Dimensionality - Day 7 #100DaysOfMLCode

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

2 min
29/08/2018

Spiky Dimensions - Day 6 #100DaysOfMLCode

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

4 min
27/08/2018

Learning Rabbit Hole - Day 5 #100DaysOfMLCode

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

6 min
26/08/2018

Risk and Accuracy - Day 4 #100DaysOfMLCode

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

2 min
25/08/2018

Loss and Confusion- Day 3 #100DaysOfMLCode

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

2 min
24/08/2018

Naive Bayes and Spam Filters - Day 2

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!

3 min
22/08/2018

Day 1- What is Machine Learning

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

4 min
20/07/2018

Episode 1

Learnings of a Maker

1 min

8 episodios

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.

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LU
Años de actividad

2 k
Episodios

8
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Apto
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Learnings of a Maker

Learnings of a Maker

Episodios

Curse of Dimensionality - Day 7 #100DaysOfMLCode

Spiky Dimensions - Day 6 #100DaysOfMLCode

Learning Rabbit Hole - Day 5 #100DaysOfMLCode

Risk and Accuracy - Day 4 #100DaysOfMLCode

Loss and Confusion- Day 3 #100DaysOfMLCode

Naive Bayes and Spam Filters - Day 2

Day 1- What is Machine Learning

Episode 1

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