Every year, either at the beginning or end of the year.
A few hours spread over the course of a few days.
- Review year according to various facets
- Plan the next year according to the same facets
- I use a mind map software to do my yearly review and plan.
Every month, either at the beginning or end of the month.
30 minutes.
- Review what was planned for the month
- Provide feedback related to the plan
- Review yearly plan and align
- Plan next month
- I use a text editor, such as VS Code, to write my monthly reviews.
- Pytorch
- Time series
- ARIMA
- Trend/seasonality/error/residual
- Statistics
- Estimation statistics
- Scikit-learn
- Numpy
- Plotly
- MLflow
- PyTorch
- Machine learning
- Keras
- Numpy
- Scipy
- Pandas
- Jupyter
- Polymer
- Information theory
- Chinese Mandarin
- A/B testing
- Continuous experimentation
- Kubernetes
- Helm
- GCP
- Kubernetes Engine
- BigQuery
- Dataflow
- Kubeflow
- Airflow/Composer
- VPC/Network/Firewall/Cloud armor
- Cloud profiling
- Go
- GRPC
- Terraform
- Prometheus
- Alerts
- Recording rules
- Grafana
- Datadog
- Kafka
- Load balancing
- GRPC
- Kafka
- Lens (GUI for Kubernetes)