Beyond counting words: Working with word embeddings This is a prelimiary schedule and is subject to change.
It will be adapted according to the needs and the progress of the participants.
Time
Topic
Slides
Notebooks
9.00-10.30
1: Intro + Recap
01recap.pdf
none/live
10.30-10.45
Coffee
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10.45-12.15
2: ML on textual data
02gensimscikit.pdf
02schikitgensim.ipynb
12.15-12.45
Lunch
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12.45-14.15
3: The idea behind word embeddings
03embeddingsbackground.pdf
--
14.15-14.30
Coffee
14.30-16.00
4: Exercise
--
04exercise.ipynb
Time
Topic
Slides
Notebooks
9.00-9.30
Questions from yesterday?
--
--
9.30-10.30
5: Embeddings for downstream tasks
05downstream.pdf
05downstream.ipynb
10.30-10.45
Coffee
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--
10.45-11.45
5: Embeddings for downstream tasks continued
05downstream.pdf
05downstream.ipynb
11.45-12.15
Room for exercising/recap
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05downstream.ipynb
12.15-12.45
Lunch
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12.45-14.00
6: Keras
06downstreamkeras.pdf
06downstreamkeras.ipynb
14.00-14.15
Coffee
14.15-16.00
Exercise: Use word embeddings for your own downstream task
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