Applied Python for Data Science – Intermediate
Course Duration
5 Days
Audience
Employees of federal, state and local governments; and businesses working with the government.
Prerequisites
Attending students are required to have a background in basic Python development skills .
Course Description
Intermediate Python in Data Science covers the essentials of using Python as a tool for data scientists to perform exploratory data analysis, complex visualizations, and large-scale distributed processing on “Big Data”. In this course we cover essential mathematical and statistics libraries such as NumPy, Pandas, SciPy, SciKit-Learn, frameworks like TensorFlow and Spark, as well as visualization tools like matplotlib, PIL, and Seaborn.
Learning Objectives
- Perform exploratory data analysis using pandas, NumPy, and SciPy
- Create complex data visualizations using matplotlib, Seaborn, and PIL
- Apply machine learning algorithms using SciKit-Learn for classification, regression, and clustering
- Work with large-scale distributed data using Apache Spark and PySpark
- Build and evaluate deep learning models using TensorFlow
Frequently Asked Questions
What does the Applied Python for Data Science – Intermediate course cover?
This course covers Python programming and scripting fundamentals. IT Dojo delivers it as live instructor-led training with an emphasis on practical skills for government and DoD professionals.
How long is IT Dojo's Applied Python for Data Science – Intermediate training?
IT Dojo's Applied Python for Data Science – Intermediate training is 5 Days. It is available as live remote online instruction or on-site at your facility. All sessions are instructor-led with small class sizes to ensure individual attention.
Is this course available as live remote online training?
Yes. IT Dojo offers Applied Python for Data Science – Intermediate as live remote online training. A certified instructor leads the session in real time. Students interact via chat or microphone. Classes are kept small (typically no more than 16 students) to ensure engagement. On-site delivery at your government facility or contractor location is also available.
What prerequisites are recommended before this course?
Attending students are required to have a background in basic Python development skills .
Does IT Dojo offer this training on-site at government or DoD facilities?
Yes. IT Dojo delivers Applied Python for Data Science – Intermediate on-site at government agencies, DoD commands, military installations, and contractor facilities. On-site training is ideal for teams of four or more and can be customized to your organization's specific environment and mission requirements. Contact IT Dojo to schedule.
How do I register for this course?
IT Dojo training is employer sponsored. Your organization registers and pays for seats. To schedule Applied Python for Data Science – Intermediate for your team, contact IT Dojo via the Request Training form or call 757-216-3656. IT Dojo will work with your contracting officer, training coordinator, or program office to set up the course.