https://github.com/lc0/practical-ml-dahoam
https://github.com/lc0/practical-ml-dahoam
machine-learning tensorflow tutorials
Last synced: 11 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/lc0/practical-ml-dahoam
- Owner: lc0
- Created: 2019-05-19T11:25:40.000Z (about 7 years ago)
- Default Branch: master
- Last Pushed: 2022-08-23T18:02:02.000Z (almost 4 years ago)
- Last Synced: 2025-04-02T10:43:45.397Z (about 1 year ago)
- Topics: machine-learning, tensorflow, tutorials
- Language: Jupyter Notebook
- Homepage: http://fromscratch.ml
- Size: 38.3 MB
- Stars: 4
- Watchers: 1
- Forks: 1
- Open Issues: 13
-
Metadata Files:
- Readme: readme.md
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README
## Machine Learning for Developers: A practical approach
### Idea
Machine learning hype is huge. Amount of courses and blog articles is countless, but how to get some practical results? How to switch from theoretical to a more practical approach. This workshop is taking you to the journey to use Machine Learning for real.
You are going to learn about
- How to use ML with a very limited number of data points
- How to use TensorFlow hub and what opportunities it opens
- How to get your model exported for production uses
- How to run inference on multiple platforms
[Original link](https://www.daho.am/)
### Agenda
- Neural Network intro
- Transfer Learning intro
- Keras application and TFhub
- A bit of TFX and how to export model
- Running inference
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> Twitter [@lc0d3r](https://twitter.com/lc0d3r) ·
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