Learnings of a Maker
By LU
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.
Learnings of a MakerAug 30, 2018
00:00
01:45
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
#ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
Aug 30, 201801:45
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.
www.youtube.com/playlist?list=PL0XpKwCBES4NH5d_X6Xp8QE-On6PoT98S
#ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
www.youtube.com/playlist?list=PL0XpKwCBES4NH5d_X6Xp8QE-On6PoT98S
#ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
Aug 29, 201803:32
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
#ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
Aug 27, 201806:29
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
#ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
Aug 26, 201802:18
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 — docs.google.com/spreadsheets/d/1t8MnTQpOy33vlQXZILZyInHDDJvs8yAetwNM04OcRt4/edit?usp=sharing
#100DaysOfMLCode #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
#100DaysOfMLCode #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning #SciJoyML
Aug 25, 201802:23
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!
Aug 24, 201802:42
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
#100DaysOfMLCode #ML, #Machinelearning, #LearnBuildShare, #coder, #programming, #learning, #humanlearning #IamaHumanLearningMachineLearning
Aug 22, 201804:17
Episode 1
Jul 20, 201801:08