Tutorials

• Comparison with SQL
  • Prerequisites
  • Getting Access to Database
  • Accessing a DataFrame in the Database
  • Basic Data Manipulation
  • Joining Two DataFrames
  • Creating and Calling Functions
  • Data Grouping
• Comparison with pandas
  • Data Structure
  • Data Selection
  • Data Transformation
• Predicting the age of abalone with Linear Regression
  • Background
  • Problem
  • Fetching data from the Internet
  • Train-Test Set Split
  • Import preparation
  • Data Exploration
  • Learning to Make Predictions
• Generating, Indexing and Searching Embeddings (Experimental)
  • Installing the Package
  • Preparing Data
  • Generating and Indexing Embeddings
  • Generating Embeddings without Indexing
  • Semantic Search by Embeddings
  • Cleaning All at Once
• Installing Python Packages on Server without Internet (Experimental)
  • (Optional) Prerequisite: Sharing Python Environments in a Cluster with NFS
  • Example: A UDF requiring a Third-Party Package
  • Installing Python Packages