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Onboard
For Tech Teams
- Reduce initial time to productivity.
- Increase employee tenure.
- Plug-and-play into HR onboarding and career pathing programs.
- Customize for ad-hoc and cohort-based hiring approaches.
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Upskill
For Tech Teams
- Upgrade and round out developer skills.
- Tailor to tech stack and specific project.
- Help teams, business units, centers of excellence and corporate tech universities.
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Reskill
For Tech Teams
- Offer bootcamps to give employees a running start.
- Create immersive and cadenced learning journeys with guaranteed results.
- Supplement limited in-house L&D resources with all-inclusive programs to meet specific business goals.
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Design
For Tech Teams
- Uplevel your existing tech learning framework.
- Extend HR efforts to provide growth opportunities within the organization.
- Prepare your team for an upcoming tech transformation.
Get your team started on a custom learning journey today!
Our Boulder, CO-based learning experts are ready to help!
Course Summary
The Data Analysis with SQL and Python training course is designed to demonstrate a deep exploration into how to use SQL for data analysis and its usefulness within the Python development environment.
The course begins with a foundation of regular expressions, volatile tables, and cross joins which make SQL a powerful platform for data analytics. Next, it describes CTEs and subqueries as well as windowing functions. Lastly, the course utilizes the common limitations of SQL and when they may need to use a more powerful language like Python for certain problems.
- Productivity Objectives:
- Write window functions, cross joins and regular expressions in SQL
- Build complex queries that are more readable with CTE’s and subqueries
- Understand when to use Python over SQL for certain problems
Request Information
Get your team upskilled or reskilled today. Chat with one of our experts to create a custom training proposal. Fully customized at no additional cost.

If you are not completely satisfied with your training class, we'll give you your money back.




about our training
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Real-World Content
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
-
Expert Practitioners
Industry experts with 15+ years of industry experience that bring their battle scars into the classroom.
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Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
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Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!
What You'll Learn
In the Data Analysis with SQL and Python training course, you'll learn:
- Introduction to SQL
- What is SQL?
- Functionality supported by SQL
- Database Concepts
- Core database terminologies
- Database design process
- Overview of Database Normalization
- Simple Data Querying
- Review of SELECT concepts
- SELECT rows of data
- SELECT columns of data
- Filter SELECT using WHERE
- Order results using ORDER BY
- Group results using GROUP BY
- Complex Data Querying
- Understand a join
- Query related rows using INNER JOIN
- Include non-matched rows with OUTER JOIN
- Unions Handle
- JOIN results
- SQL Functions
- Math functions: count, avg, sum, round, etc.
- Character functions: ucase, lcase, etc.
- Time functions: now, date, etc. Other functions
- Advanced subqueries and query compositions
- Correlation predicates
- Expression subqueries and derived tables
- Value list subqueries
- The benefits of EXISTS processing Unleashing the power of set operators
- Advanced use of UNION, EXCEPT, and INTERSECT
- Recursions, window functions, and imperative processing
- Recursive common table expressions
- The use case for imperative constructs
- Window Functions
- What are Window Functions?
- Partition a simple aggregation
- Partition a rolling aggregation
- Partition a rolling aggregation by quarter
- Apply a ranking
- Filter on a partitioned field
- Use the WINDOW keyword to reuse partitions
- Using SQL with Python
- Intro to SQLAlchemy
- Use Pandas with SQLAlchemy
- What are Pandas Dataframes?
- End to end extract, transform and load using Pandas
Real-world content
Project-focused demos and labs using your tool stack and environment, not some canned "training room" lab.
Expert Practitioners
Industry experts that bring their battle scars into the classroom.
Experiential Learning
More coding than lecture, coupled with architectural and design discussions.
Fully Customized
One-size-fits-all doesn't apply to training teams. That's where we come in!

Elite Instructor Program
We recently launched our internal Elite Instructor Program. The community driven instructor program is designed to support instructors in transforming students’ lives by consistently showing a world-class level of engagement, ability, and teaching prowess. Reach out today to learn more about our instructors.
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