18 Dec 2021

Learning - 2019

History / Edit / PDF / EPUB / BIB / 1 min read (~5 words)
  • Chinese Mandarin
  • Scikit-learn
  • Time series
18 Dec 2021

Learning - 2017

History / Edit / PDF / EPUB / BIB / 1 min read (~12 words)
  • 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 (~36 words)
  • 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
18 Dec 2021

Learning - 2020

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

Book rating

History / Edit / PDF / EPUB / BIB / 1 min read (~124 words)

In this article I define a 1-5 rating scale for books in order to be consistent across my evaluations. Given that rating books is somewhat subjective, introducing some amount of standardization on how I rate them should help with managing my reading.

Format of presentation:

Score (from 1 to 5) Representative emoji

  • Satisfaction
  • Words expressing the level of satisfaction
  • Strength of recommendation

1 🤮

  • unsatisfactory
  • very bad, horrible, boring, repetitive, disagreeable to read, waste of time, can't force myself to read
  • strongly not recommended

2 ☚ī¸

  • unsatisfactory
  • bad
  • not recommended

3 😐

  • satisfactory
  • neutral
  • might want to read

4 â˜ēī¸

  • satisfactory
  • good
  • recommended

5 😍

  • satisfactory
  • very good, great, amazing, exciting, intriguing, fascinating, full of new knowledge, can't stop reading
  • strongly recommended