TensorFlow, Keras, and deep learning, without a Ph.D. What you'll learn: • What is a neural network
• How to build one
• Learning rate schedules
• How to build convolutional neural networks
• How to use regularization
• What is overfitting https://
codelabs.developers.google.com/codelabs/cloud
-tensorflow-mnist/#0
…
TOOLS
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TensorFlow and Keras Deep Learning Tutorial Without PhD Required
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Probabilistic Generative Modeling Enhances Machine Design Efficiency
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Designing machines using probabilistic generative modeling to bring more efficiency into the design process pic.twitter.com/h8BHvqfOHB
— IBM Data, AI & Automation (@IBMData) 16 novembre 2022Designing machines using probabilistic generative modeling to bring more efficiency into the design process
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YOLOv6 Underwater Trash Detection Training Experiment
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Hundreds of aquatic species are being negatively impacted by the increased under water trash deposits. This is a real problem. We recently ran an underwater trash detection training experiment using YOLOv6.
— Satya Mallick (@LearnOpenCV) 16 novembre 2022
Head over to our https://t.co/tSVje68CSR for the full read.#yolov6 #ai pic.twitter.com/vS6Ug105WJHundreds of aquatic species are being negatively impacted by the increased under water trash deposits. This is a real problem. We recently ran an underwater trash detection training experiment using YOLOv6.
Head over to our https://
learnopencv.com/yolov6-custom-
dataset-training/
… for the full read. #yolov6 #ai -
Hugging Face Hub and Gradio Democratizing Machine Learning Ecosystem
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Will be live in an hour to talk about @huggingface hub, Gradio and how the entire ecosystem comes together to democratise ML.
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Galactica: 120B Scientific Language Model for Research
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"Galactica" is a large scientific language model with 120B parameters, that can be used for a lot of tasks including
⦿ Predicting citations
⦿ Generating literature review
⦿ Generating molecules ⦿ Generating Jupiter notebooks etc., -
Datasette tutorials organization in core repository
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I started putting some tutorials together at https://
datasette.io/tutorials – but I've been wondering whether those should live in the core Datasette repository too -
Improving End-User Documentation for Data Projects
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I've been puzzling over that myself! It's the big missing hole in my projects – most of them are developer-focused, so I can get away with mostly API documentation – but I'm very aware that @datasetteproj itself needs much better docs for end-users
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Browser-based file handling without server uploads
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Not yet – I want to figure out how to handle file "uploads" where the file is actually opened directly on your browser without being uploaded anywhere
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Useful Obsidian Templates for Daily Weekly Monthly Quarterly Annual
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some very useful Obsidian templates here, daily/weekly/monthly/quarterly/annual!
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BetterTwitter Adds Blue Verified Filter for Code Quality
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i've now added the "blue_verified" filter to filter out the riffraff that paid for their blue ticks https://
github.com/sw-yx/bettertw
itter/commit/79096938a53e3787f6093030d362d5964e1c7852
… love using 3 year old code that "just works"