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.gitattributes
adding transfer learning data via git lfs
March 1, 2022 13:12
.gitignore
Colabs for Learning for Course 1
October 9, 2020 02:53
2-1-13-AssignmentQuestion.ipynb
polish 2-1-13
July 17, 2023 20:29
2-1-4-ExploringLoss.ipynb
support only tf2 and python3
July 17, 2023 20:07
2-1-6-MimimizingLoss.ipynb
polish 2-1-9
July 17, 2023 20:18
2-1-9-FirstNeuralNetwork.ipynb
polish 2-1-9
July 17, 2023 20:18
2-2-12-AssignmentQuestion.ipynb
polish 2-2-12
July 17, 2023 21:33
2-2-3-MimimizingLoss.ipynb
polish 2-2-3
July 17, 2023 20:41
2-2-5-FirstNeuralNetworkRevisited.ipynb
polish 2-2-5
July 17, 2023 20:53
2-2-7-ExploringCategorical.ipynb
polish 2-2-7
July 17, 2023 21:10
2-3-3-ExploringConvolutions.ipynb
fix scipy deprecation issue
July 21, 2023 12:17
2-3-5-FashionMNISTConvolutions.ipynb
typos thanks to anonymous student
March 2, 2021 13:33
2-3-7-FashionMNISTConvolutionsVisualizations.ipynb
review 2-3-5, 2-3-7
July 21, 2023 11:04
2-3-9-AssignmentQuestion.ipynb
Colabs for Assignments for Course 1
October 14, 2020 01:36
2-4-11-AssignmentQuestion.ipynb
fix links with 2-4-6 and 2-4-11
July 21, 2023 11:42
2-4-3-HorsesOrHumans.ipynb
fix links in 2-4-3
July 21, 2023 11:20
2-4-6-HorseOrHumanWithAugmentation.ipynb
fix links with 2-4-6 and 2-4-11
July 21, 2023 11:42
3-10-7-WIT.ipynb
fix static url
August 25, 2023 09:44
3-3-10-TFLiteOptimizations.ipynb
Update 3-3-10-TFLiteOptimizations.ipynb
July 6, 2021 09:29
3-3-12-QAT.ipynb
bug fixes per student comments
June 24, 2021 16:42
3-3-14-Assignment.ipynb
bug fixes thanks to ramkoppu, CuthbertCalculusII
December 27, 2020 19:33
3-3-4-TFLiteConverter.ipynb
Initial Colabs for 3-3 and 3-5
November 18, 2020 21:03
3-3-7-RunningTFLiteModels.ipynb
review 3-3-7, fix a typo
July 21, 2023 14:54
3-4-3-PTQ.ipynb
Created using Colaboratory
March 29, 2022 20:48
3-5-10-SpectrogramsMFCCs.ipynb
Minor updates to account for new library verisons.
April 17, 2023 16:43
3-5-13-PretrainedModel.ipynb
change tf2 version
October 2, 2023 12:08
3-5-18-TrainingKeywordSpotting.ipynb
fix 3-5-18
August 7, 2023 12:48
3-7-11-Assignment.ipynb
having progress ...
August 7, 2023 13:51
3-8-13-Autoencoders.ipynb
small bug thanks to goodboychan
January 5, 2021 17:20
3-8-16-Assignment.ipynb
review 3-8-16
August 7, 2023 14:06
3-8-9-K-means.ipynb
typos thanks to nebelgrau77
January 5, 2021 17:12
4-2-12-OV7675ImageViewer.ipynb
Adding OV7675 Image Viewer
January 22, 2021 00:39
4-4-8-Flatbuffers.ipynb
update flatbuffer version
August 21, 2023 11:35
4-5-16-KWS-PretrainedModel.ipynb
updating TF colab link
July 11, 2021 10:29
4-5-18-KWS-FavoriteKeywords.ipynb
adding deploy KWS colabs
February 2, 2021 23:17
4-6-8-CustomDatasetKWSModel.ipynb
fix issues with 4-6-8
August 21, 2023 21:19
4-8-11-CustomMagicWand.ipynb
bug fixes per student comments
June 24, 2021 16:42
4-9-6-Attacking-KWSModel.ipynb
updating TF colab link
July 11, 2021 10:29
5_9_9_FederatedLearning.ipynb
Updates thanks to Allan Estrella
May 8, 2022 22:42
CHANGELOG.md
Merge pull request #25 from tinyMLx/develop
October 2, 2023 12:33
KWS_favorite.cc
adding more KWS example models
February 2, 2021 21:58
KWS_favorite.tflite
adding more KWS example models
February 2, 2021 21:58
KWS_yes_no.cc
adding model and audio for security demo
January 24, 2021 00:02
KWS_yes_no.tflite
minor typo
December 31, 2020 13:17
LICENSE.md
adding formatting
March 12, 2021 11:40
README.md
Update README.md
July 5, 2023 17:29
attack.wav
updating attack
February 5, 2021 13:04
audio_files.pkl
Initial Colabs for 3-3 and 3-5
November 18, 2020 21:03
edx_transfer_learningv3.zip
adding transfer learning data via git lfs
March 1, 2022 13:12
yes_no.pkl
Initial Colabs for 3-3 and 3-5
November 18, 2020 21:03
This repository holds the Google Colabs for the EdX TinyML Specialization License edX Colabs initially made by the TinyMLx Team: Improvements made by:

README.md

This repository holds the Google Colabs for the EdX TinyML Specialization

License

Copyright (c) 2023 TinyMLx. All rights reserved.

License: CC BY-NC-SA 4.0

edX Colabs initially made by the TinyMLx Team:

Improvements made by:

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This repository holds the Google Colabs for the EdX TinyML Specialization

www.edx.org/professional-certificate/harvardx-tiny-machine-learning

Topics

education arduino tensorflow ml edx-course stem colab-notebook embedded-machine-learning tinyml tensorflow-lite-micro tinyml-edx

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