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react
python
javascript
typescript
ruby-on-rails
ruby
machine-learning
kubernetes
21 min
Forecasting the Future: An Introduction to Machine Learning for Weather Prediction in Native Ruby
RailsConf - RailsConf 2023
Landon Gray
ruby
ruby-on-rails
weather-prediction
linear-regression
daru
numo
rumale
machine-learning
data-science
data-preparation
jupyter-notebooks
api-development
38 min
Powering Energy Storage Beyond Excel
DjangoCon - DjangoCon US 2023
Calvin Hendryx-Parker
django
python
excel
data-modeling
data-migration
refactoring
postgresql
django-rest-framework
testing
jupyter-notebooks
api-design
react
nextjs
40 min
Replacing SQL with Kotlin's 'dataframe' on the Las Vegas Strip
KotlinConf - KotlinConf 2023
Andrew Goldberg
kotlin
dataframe
sql
data-transformation
data-analysis
api
csv
jupyter-notebooks
etl
android
kotlinx-serialization
27 min
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
PyCon - PyCon US 2023
Elizabeth Johnson
machine-learning
python
test-driven-development
tdd
data-analysis
data-cleaning
scikit-learn
pandas
jupyter-notebooks
pytest
recommendation-engines
27 min
Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments
PyCon - PyCon US 2023
Rob de Wit
jupyter-notebooks
machine-learning
ml-pipelines
reproducible-research
data-science
git
dvc
experiment-tracking
python
stable-diffusion
41 min
Developing on Google Cloud with Python and DataFrames
PyCon - PyCon US 2023
Jason Davenport
python
google-cloud
bigquery
data-frames
data-engineering
analytics
cloud-computing
developer-advocacy
serverless
jupyter-notebooks
apache-iceberg
remote-functions
2h 59m
Exploring Eco topics with Python
PyCon - PyCon US 2023
Chiin-Rui Tan
python
numpy
pandas
matplotlib
networkx
geopandas
xarray
rioxarray
jupyter-notebooks
data-visualization
network-analysis
1h 51m
Write your first package using literate programming
PyCon - PyCon US 2023
Ítalo Epifânio
python
literate-programming
nbdev
jupyter-notebooks
python-packaging
cicd
github-actions
documentation
software-development
testing
package-publishing
quarto