MP4 | Video: AVC, 1280x720 30 fps | Audio: AAC, 48 KHz, 2 Ch | Duration: 2h 28m
Skill Level: Advanced | Genre: eLearning | Language: English + Subtitles | Size: 377 MB
Learn how to analyze SQL Server data with Python.
Database expert Adam Wilbert shows how to use a powerful combination of tools, including high-performance Python libraries and the Machine Learning Services add-on, directly inside SQL Server to streamline analysis. Adam shows how to use Python scripts to perform statistical analysis, generate graphics such as scatterplots and bar charts, and process tabular data. He also explains how to turn a Python script into a stored procedure and set up standalone ML services to execute scripts without impacting SQL Server performance.
Topics include:
Analyzing SQL Server data with Python
Installing Machine Learning Services
Writing Python scripts for SQL Server
Python packages and libraries
Producing graphics with Matplotlib
Processing tabular data
Creating a SQL stored procedure
Creating an external data science client
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