Python for SQL Server Specialists
|Training level||Data Science|
|Duration||2 days - 8 hours |2x4h - 09:00-13:00||
|Delivery method||Virtual Instructor-led Seminar|
|List price||220 Euro VAT excl.|
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Although R is the most popular environment and language for statistical analyses, data mining, and machine learning, Python as a more general language might be even more popular. Lately, Python is more widely used for data science as well. SQL Server 2017 adds support for running Python code inside the Database Engine. This course is both, an independent seminar, and a complement to the EmbRaceR seminar, meaning that the two courses overlap only partially; in each course, some different algorithms and techniques are introduced.
The target audience is everybody that wants to start developing with Python and use the language for machine learning. However, the course is focused on data science, not general development. Database developers that deal with SQL Server and code in T-SQL and want to move more to advanced analytics can get the most of this course.
- Start analyzing their data with statistical and machine learning methods immediately
- Prepare the data accordingly for the target analysis, and deploy the solution in SQL Server.
- Besides practical skills, the delegates also learn the basics of the mathematics behind the algorithms.
Module 1: Introduction to Python
Module 2: Data overview and manipulation
Module 3: Basic and advanced visualizations
Module 4: Data mining and machine learning methods
Module 5: Scalable Python in SQL Server
There are no guided labs. However, the attendees get all of the code so they can test it.
Next planned dates:
Trainer: Dejan Sarka
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M: +359 (888) 818 978