18 Dec 2021

Learning - 2018

History / Edit / PDF / EPUB / BIB / 1 min read (~20 words)
Learning
  • Machine learning
    • Pandas
    • Time series
  • Docker
  • Kubernetes
  • DroneCI
  • Python
    • Pipenv
    • Pipfile
    • Poetry
    • Libraries
      • Click
      • Dask
      • Distributed
  • Apache JMeter
  • Chinese Mandarin
18 Dec 2021

Learning - 2017

History / Edit / PDF / EPUB / BIB / 1 min read (~12 words)
Learning
  • Machine learning
    • Keras
    • Numpy
    • Scipy
    • Pandas
    • Jupyter
  • Polymer
  • Information theory
  • Chinese Mandarin
18 Dec 2021

Learning - 2021

History / Edit / PDF / EPUB / BIB / 1 min read (~40 words)
Learning
  • 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)
18 Dec 2021

Learning - 2020

History / Edit / PDF / EPUB / BIB / 1 min read (~16 words)
Learning
  • Pytorch
  • Time series
    • ARIMA
    • Trend/seasonality/error/residual
  • Statistics
    • Estimation statistics
  • Scikit-learn
  • Numpy
  • Plotly
  • MLflow
  • PyTorch
18 Dec 2021

Learning - 2019

History / Edit / PDF / EPUB / BIB / 1 min read (~5 words)
Learning
  • Chinese Mandarin
  • Scikit-learn
  • Time series