AWS Machine Learning Blog

SEPTEMBER 19, 2023

For structured data, the agent uses the SQL Connector and SQLAlchemy to analyze databases, which includes Amazon Athena. We created the following purpose-built agent tools for our scenario: Stocks Querying Tool – To query S&P stocks data using Athena and SQLAlchemy. Python Calculation Tool – To use for mathematical calculations.

AWS 101

AWS AI AI ML 101

The MLOps Blog

OCTOBER 20, 2023

As I already mentioned, Jupyter notebooks are a polarising topic, so let’s go straight into my opinion. Executive summaries are always advisable as they’re perfect for stakeholders with a vague interest in the topic or limited time. Jupyter notebooks should be used for purely exploratory tasks or ad-hoc analysis ONLY.

SQL 52

SQL Database Data Scientist Python 52

ODSC - Open Data Science

APRIL 6, 2023

Thanks to libraries such as SQLAlchemy and RMySQL, SQL can be integrated with programming languages such as R and Python. These tools often provide pre-built connectors for many different databases and data sources and allow data scientists to write SQL queries to transform data as it moves between systems.

SQL 98

SQL Data Scientist Database Data Analysis 98