Batch

Yesterday’s stock closing prices

Get the previous day's closing price (useful for day-to-day comparisons).

SparkSQLFinancial Market Forecasting

Historical ride duration statistics

Compute the mean and standard deviation of ride durations.

SparkSQLDynamic Pricing

Closing stock price metrics

Analyse closing prices seen over different timespans.

SparkSQLFinancial Market Forecasting

Daily transaction stock statistics

Analyse stock trades made each day.

SparkSQLFinancial Market Forecasting

Today’s stock closing prices

Get the closing price of a stock.

SparkSQLFinancial Market Forecasting

Product popularity metrics

Determine the popularity of a candidate product by analyzing its visit count, cart additions, and purchase frequency.

SparkSQLSearch and Ranking

User’s historical interactions with all product categories

Aggregate a user’s historical interactions with all product categories.

Snowflake SQLPersonalization

Product’s aggregate ratings

Statistically capture the popularity of a product.

SparkSQLRecommender System

Standard deviation of user spend

Measure the degree to which a user’s recent transactions differ from their usual behavior.

SparkSQLFraud