Coding Train Live #147: A Beginners Guide to Machine Learning with ml5.js

Channel:
United States The Coding Train
Subscribers:
1,750,000
Published on ● Video Link: https://www.youtube.com/watch?v=Sz52VkVcW5o


Duration: 3:04:28
16,904 views
597

Introducing the ml5.js library: friendly machine learning for the web.
I also attempt an "animated sprites" coding challenge.

32:10 - Machine learning for beginners with ml5
1:18:40 - Image Classifier with ml5 - Part 1
2:02:31 - Image Classifier with ml5 - Part 2
2:33:00 - Animated sprites Coding Challenge

πŸ”— ml5.js: https://ml5js.org
πŸ”— ml5 on Adjacent: https://itp.nyu.edu/adjacent/issue-3/ml5-friendly-open-source-machine-learning-library-for-the-web/
πŸ”— MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861
πŸ”— Red Burns Bio: http://itp.nyu.edu/redburns/bio.html
πŸ”— Intelligence and Learning Class: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/tree/master/week3-classification-regression
πŸ”— Image-Net: image-net.org/index
πŸ”— Horse Sprite Sheet: https://opengameart.org/content/2d-platformer-art-assets-from-horse-of-spring
πŸ”— Sprite (computer graphics): https://en.wikipedia.org/wiki/Sprite_(computer_graphics)
πŸ”— TensorFlow.js: https://js.tensorflow.org/

πŸŽ₯ RecamΓ‘n's Sequence by Numberphile: https://youtu.be/FGC5TdIiT9U
πŸŽ₯ TensorFlow.js Color Classifier: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bmMRCIoTi72aNWHo7epX4L
πŸŽ₯ TensorFlow.js playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YIeVA3dNxbR9PYj4wV31oQ

πŸš‚ Website: http://thecodingtrain.com/
πŸ’– Patreon: https://patreon.com/codingtrain
πŸ›’ Store: https://www.designbyhumans.com/shop/codingtrain/
πŸ“š Book recommendations: https://www.amazon.com/shop/thecodingtrain

πŸ’» https://github.com/CodingTrain/website

πŸŽ₯ For an Introduction to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
πŸŽ₯ To watch archived Live Streams: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bxnFR6no70vlxxuxDEzflz
πŸŽ₯ For more Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH

πŸ”— https://p5js.org/
πŸ”— https://processing.org

πŸ“„ Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct



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2018-08-06Coding Train Live #148.2: 4D Hypercube
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2018-07-31A Beginner's Guide to Machine Learning with ml5.js
2018-07-30Coding Challenge #111: Animated Sprites
2018-07-28Coding Train Live #147: A Beginners Guide to Machine Learning with ml5.js
2018-07-25Coding Challenge #110: RecamΓ‘n's Sequence - Part 2 (Audio)
2018-07-24Coding Challenge #110: RecamΓ‘n's Sequence - Part 1
2018-07-22Coding Train Live #146: RecamΓ‘n's Sequence + ml5 Image Classifier
2018-07-187.12: TensorFlow.js Color Classifier: Prediction
2018-07-177.11: TensorFlow.js Color Classifier: Animating Loss
2018-07-167.10: TensorFlow.js Color Classifier: Training the Model
2018-07-137.9: TensorFlow.js Color Classifier: Softmax and Cross Entropy
2018-07-127.8: TensorFlow.js Color Classifier: Building the Model
2018-07-117.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)
2018-07-09Coding Challenge #109: Visualizing 500,000 Subscribers


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