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react python javascript typescript ruby-on-rails ruby machine-learning kubernetes
Forecasting the Future: An Introduction to Machine Learning for Weather Prediction in Native Ruby
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
Powering Energy Storage Beyond Excel
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
Replacing SQL with Kotlin's 'dataframe' on the Las Vegas Strip
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
Skynet 101: How to Keep Your Machine Learning Code From Getting Away From You
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
Transforming a Jupyter Notebook into a Reproducible Pipeline for ML Experiments
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
Developing on Google Cloud with Python and DataFrames
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
Exploring Eco topics with Python
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
Write your first package using literate programming
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

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