Backtick Knowledge Base
  • Backtick Knowledge Base
  • 📊Statistics
    • Kernel Density Estimation
    • Tests
  • 🍂Machine Learning
    • Fit and predict
    • Encoding
    • Feature Scaling
    • Pipeline
    • Model Evaluation & Selection
      • The Bias-Variance Decomposition
      • Kullback–Leibler Divergence
      • AIC & BIC
      • Cross-Validation
    • Feature Selection
    • Dimensionality Reduction
    • Clustering
    • Pandas
  • 🧠Deep Learning
  • 🐍Python
    • Beautiful Data
    • S3
      • List bucket items
      • Delete bucket items
      • Get objects
      • Upload objects
      • Get files
      • Upload files
      • Read .csv-file to dataframe
      • Write dataframe to .csv-file
  • ☁️Cloud
    • GCP
    • AWS
      • Users & Policies
        • Basic setup
        • MFA
      • EKS
        • Setup
        • Kube Config
        • Dashboard
      • S3
        • Copying buckets
  • ❖ Distributed Computing
    • Map-Reduce
    • Spark
    • Dask
  • ⎈ Kubernetes
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