π The Coding Train: Coding Challenge #106: XOR Problem with TensorFlow.js
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Coding Challenge #106: XOR Problem with TensorFlow.js
In this coding challenge, I visualize solving XOR once again, this time with the TensorFlow.js library.
π»Challenge: https://thecodingtrain.com/CodingChallenges/106-xor-tfjs.html
Links discussed in this challenge:
π TensorFlow.js: https://js.tensorflow.org/β¦
π»Challenge: https://thecodingtrain.com/CodingChallenges/106-xor-tfjs.html
Links discussed in this challenge:
π TensorFlow.js: https://js.tensorflow.org/β¦
π The Coding Train: Live Stream #142: Sandpile and Barnsley Fern Coding Challenges
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Live Stream #142: Sandpile and Barnsley Fern Coding Challenges
In this live stream I attempt two coding challenges and start a new project: color classifier with TensorFlow.js. 25:42 - Sandpile Coding Challenge 1:20:37 -...
π The Coding Train: Coding Challenge #107: Sandpiles
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Coding Challenge #107: Sandpiles
In this coding challenge, inspired by Numberphile I visualize "sandpiles" with Processing (Java). Code: https://thecodingtrain.com/challenges/107-sandpiles
πΉοΈ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/47dTVFxuB
π₯ Previous video:β¦
πΉοΈ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/47dTVFxuB
π₯ Previous video:β¦
π The Coding Train: Coding Challenge #108: Barnsley Fern
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Coding Challenge #108: Barnsley Fern
Visualizing the Barnsley Fern fractal with Processing (Java)! Code: https://thecodingtrain.com/challenges/108-barnsley-fern
πΉοΈ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/G4V940Y8V
π₯ Previous video: https://youtu.be/diGjw5tghYU?list=PLRqwXβ¦
πΉοΈ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/G4V940Y8V
π₯ Previous video: https://youtu.be/diGjw5tghYU?list=PLRqwXβ¦
π The Coding Train: Live Stream #144: Map Visualization of 500k Subscribers!
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Live Stream #144: Map Visualization of 500k Subscribers!
Celebrating 500k subscribers! 24:55 - Subscribers Visualization π TensorFlow.js: https://js.tensorflow.org/ π ml5.js: https://ml5js.org π Adjacent: https://i...
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π The Coding Train: 7.1: TensorFlow.js Color Classifier: Crowdsourcing Data
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7.1: TensorFlow.js Color Classifier: Crowdsourcing Data
This video is the first in a new series about data collection and training of a machine learning classification model with TensorFlow.js.
π₯ Next Video: https://youtu.be/yXl0dM1b43s
π Crowdsource Color Data: https://github.com/CodingTrain/CrowdSourceColorDataβ¦
π₯ Next Video: https://youtu.be/yXl0dM1b43s
π Crowdsource Color Data: https://github.com/CodingTrain/CrowdSourceColorDataβ¦
π The Coding Train: 7.2: TensorFlow.js Color Classifier: Saving Data to Firebase
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7.2: TensorFlow.js Color Classifier: Saving Data to Firebase
In this video I save the crowdsourced data to Firebase ("database as service"). π₯ Next Video: https://youtu.be/Xrhrn8HaFPI π Crowd Source Color Data: https:/...
π The Coding Train: 7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1
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7.3: TensorFlow.js Color Classifier: Cleaning Data Part 1
In this video, I begin the process of "cleaning" the data in anticipation of training the machine learning model. Next Video: https://youtu.be/gRNvA6c4ero π ...
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π The Coding Train: 7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2
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7.4: TensorFlow.js Color Classifier: Cleaning Data Part 2
In this video, I try some data visualization techniques to continue "cleaning" the data in anticipation of training the machine learning model. Next Video: h...
π The Coding Train: 7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3
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7.5: TensorFlow.js Color Classifier: Cleaning Data Part 3
In this video, I export the "cleaned" data to a JSON file in anticipation of training the machine learning model. Next Video: https://youtu.be/rw_LVFpIzJg π ...
π The Coding Train: 7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)
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7.6: TensorFlow.js Color Classifier: Training Data Tensors (inputs)
In this video, I convert the data from the JSON file to tensors focusing on the inputs first. Next Video: https://youtu.be/Gql-LxoGvXA π Crowdsource Color Da...
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π The Coding Train: Coding Challenge #109: Visualizing 500,000 Subscribers
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Coding Challenge #109: Visualizing 500,000 Subscribers
Celebrating the 500,000 subscribers milestone, I create a map visualization of Coding Train subscriber locations around the world! Code: https://thecodingtrain.com/challenges/109-visualizing-500000-subscribers
πΉοΈ p5.js Web Editor Sketch: https://editor.β¦
πΉοΈ p5.js Web Editor Sketch: https://editor.β¦
π The Coding Train: 7.7: TensorFlow.js Color Classifier: Training Data Tensors (one hot encoding)
π The Coding Train: 7.8: TensorFlow.js Color Classifier: Building the Model