data science tutorials and snippets prepared by greysweater42
| May 23, 2024 | delta table | Data engineering , Python |
| May 16, 2024 | airflow + BigQuery | Data engineering |
| May 13, 2024 | terraform + bigquery | DevOps , Data engineering |
| May 3, 2024 | terraform + EC2 + VPC | DevOps |
| Apr 13, 2024 | NBA Serverless Lambda | projects |
| Apr 9, 2024 | docker-compose biolerplate | DevOps |
| Jun 24, 2023 | RabbimtMQ | Data engineering |
| May 14, 2022 | Kubernetes | DevOps |
| Jan 23, 2022 | bayes | Machine learning |
| Jan 15, 2022 | bias/variance trade-off | Machine learning |
| Nov 27, 2021 | UNet | Machine Learning |
| Nov 10, 2021 | pillow | Python , Machine learning |
| Nov 5, 2021 | CNNs | Machine learning |
| Oct 13, 2021 | favourite pet? | projects |
| Sep 29, 2021 | async/threads | Python , Data engineering |
| Sep 27, 2021 | reading mate | Projects |
| Sep 16, 2021 | Fourier transform | Machine learning |
| Aug 31, 2021 | PCA / SVD | Machine learning |
| May 20, 2021 | fiat 126 v ferrari | Projects |
| Apr 8, 2021 | keras | Python , Machine learning |
| Mar 3, 2021 | fastai | Python , Machine learning |
| Feb 17, 2021 | pytorch | Python , Machine learning |
| Nov 22, 2020 | XAI | Machine learning |
| Nov 14, 2020 | xgboost | Machine learning |
| Jan 19, 2020 | neural networks vs stock market | Projects |
| Jan 19, 2020 | bash | DevOps |
| Oct 11, 2019 | beautiful soup | Python |
| Aug 13, 2019 | heroku | DevOps |
| Aug 5, 2019 | learning tensorflow | Python , Machine learning |
| Jul 26, 2019 | writing a cookbook | Projects |
| May 31, 2019 | tensorflow_serving | scratchpad |
| May 23, 2019 | model validation | Machine learning |
| May 17, 2019 | useful processing | Machine learning , Data engineering |
| Apr 22, 2019 | basic machine learning algorithms | Machine learning |
| Feb 5, 2019 | passing arguments to scripts | scratchpad |
| Jan 26, 2019 | vim vs emacs - text mining to settle the editor war | Projects |
| Jan 25, 2019 | pandas | Python , Data engineering |
| Jan 11, 2019 | decision trees | Machine learning , R |
| Jan 6, 2019 | pytorch basics | Python , Machine learning |
| Jan 1, 2019 | tensorflow | Machine learning , Python |
| Dec 23, 2018 | rstanarm | R |
| Dec 23, 2018 | nlp | Machine learning |
| Dec 16, 2018 | rocker | R , DevOps |
| Dec 4, 2018 | hadoop | Data engineering |
| Dec 3, 2018 | git | DevOps |
| Nov 23, 2018 | spark | Data engineering , Python , R |
| Oct 21, 2018 | redis | scratchpad |
| Oct 20, 2018 | logging | Python , R , Data engineering |
| Aug 25, 2018 | sqlAlchemy | Python |
| Aug 14, 2018 | vagrant | DevOps |
| Aug 14, 2018 | airflow | Python , Data engineering |
| Aug 13, 2018 | flask | Python , DevOps |
| Aug 12, 2018 | pyenv, virtualenv, freeze | Python , DevOps |
| Aug 12, 2018 | decorators | Python |
| Aug 12, 2018 | mesos | DevOps |
| Aug 12, 2018 | docker | DevOps |
| Feb 15, 2018 | debugging | R |
| Feb 12, 2018 | RMariaDB (former RMySQL) | R |
| Feb 11, 2018 | rTags | R |
| Feb 6, 2018 | C in R | R |
| Feb 4, 2018 | packages | R |
| Feb 4, 2018 | Rcpp | R |
| Feb 4, 2018 | testing | R , Python |
| Feb 4, 2018 | classes - S4 | R |
| Jan 28, 2018 | nls | R , Machine learning |
| Dec 11, 2017 | tidyverse | R |
| Mar 24, 2017 | shiny | R |
| Mar 24, 2017 | ggplot2 | R , Python |
| Mar 3, 2017 | lubridate | R |
| Mar 2, 2017 | data.table | R |
| Mar 1, 2017 | reshape2 | R |
| Mar 1, 2017 | sqldf | R |