Descriptive & Diagnostic Data Analytics in Energy with Python
Overview
In the energy sector, Python can be used to automate the analysis of large datasets, making it easier to identify patterns, trends and anomalies in energy consumption and production.
In this course, learners will perform basic ETL processes, including extracting, transforming and loading data, while applying descriptive and diagnostic analytics using Python. Learners will clean data, calculate key metrics, create visualizations and analyze relationships in energy data to generate meaningful insights.
The time commitment for course completion is approximately 5 to 7 hours. Once registered, learners will be given a maximum of 10 weeks (70 days) to complete the course.
Who should attend?
This offering is designed for professionals in the energy sector or related fields who want to build foundational data analytics skills.
This offering is ideal for:
- Mid-career energy professionals
- Professionals working with production, consumption, efficiency, or operational data
- Staff moving into reporting, analytics, informatics, or data-informed roles
- Professionals who use Excel and want to expand into dashboards, Power BI, or Python
- Individuals looking to strengthen practical data skills without needing advanced analytics experience
What you'll learn
Learners will perform basic ETL processes and use Python to conduct descriptive and diagnostic analysis. They will learn how to extract relevant data points, clean and transform datasets, calculate central tendencies, sort data, create visualizations and identify trends.
By the end of the course, learners will be able to use Python to analyze energy consumption and production data, recognize patterns and anomalies, and apply correlation and regression analysis to support problem-solving and decision-making.
Course information
- Schedule
- Course structure
- Fees, discounts and registration
- Online delivery
- Policies
- Continuing Education Units
Self-paced
| Descriptive & Diagnostic Data Analytics in Energy with Python | Monday, September 14, 2026 to Monday, September 13, 2027 |
|---|
Self-directed and self-paced
This micro-credential course is self-directed and self-paced.
This micro-credential course will be delivered fully online with no scheduled lectures. Learners must complete the course independently, within the given timeframe.
Once registered, learners will be given a maximum of 10 weeks (70 days) to complete the course.
Facilitator support
This offering is supported by a facilitator who is available to answer learner inquiries and provide feedback on assessments. Learners will have two chances to successfully complete each assessment by the specified deadline, after receiving feedback from the facilitator.
Self-paced
| Registration fee | Registration status |
|---|---|
| $149 CAD + HST |
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Discounts
The Alumni/Staff Discount applies to registration in this program/course.
If you are alumni or staff, contact continuouslearning@ontariotechu.ca with your Student/Banner ID before registering for details about how to apply this discount.
Registration
You can register for this course through the secure online registration form. All course fees must be paid at the time of registration.
Online delivery
This offering may include, but is not limited to:
- Content presentations and/or videos;
- Case discussions;
- Individual work (assignments/quizzes);
- Concept and topic discussions;
- Topic reflections.
This is an open enrolment offering.
Those completing Ontario Tech University Continuous Learning open enrolment offerings (e.g. certificate programs, courses, workshops, microcertifications, etc.) are subject to the policies of Ontario Tech University and Continuous Learning. Ontario Tech policies can be found in the Policy library. Continuous Learning policies can be found in the Regulations section of the Continuous Learning website. Specifically, those completing open enrolment offerings are expected to adhere to the General and Open enrolment regulations.
Ontario Tech University – Continuous Learning assigns Continuing Education Units (CEUs) to eligible offerings. CEUs are awarded under the Ontario Tech University – Continuous Learning (CL) Framework for Awarding Continuing Education Units (CEUs) and Professional Development Hours Reference Standards.
CEUs are provided to support professional development reporting. They do not constitute accreditation or certification by an external licensing or regulatory body. Recognition and acceptance of CEUs are determined solely by the policies of individual employers, professional associations, or professional regulatory organizations.
Requirements
- Admissions
- Course completion
- Technology requirements
- Micro-credentials and digital badges
- OSAP for micro-credentials
To successfully complete the course, you must:
- Register and make full payment for the course.
- Successfully complete the course within 10 weeks (70 days) of your registration date.
Participants will receive a Level 1 micro-credential badge upon successful completion of the course.
Please note: Registration is available year-round. Once registered, learners have up to 10 weeks (70 days) to complete the course.
Technology requirements
Online learning requirements:
- Computer or device with internet access
- Stable internet or data connection
- Audio device (examples: speakers, headphones/earbuds, headset)
Material requirements
There are no additional materials required.
A micro-credential is a digitally-recorded recognition of a specific skill. It is a portable communication tool that represents evidence of your skills for employers, educators, and peers. Micro-credentials are created with industry, so you can be assured that the skills you are learning are in demand and current.
Learn more about micro-credentials and digital badges on the Learning Innovation website.
OSAP for Micro-credentials is available for eligible students taking a ministry-approved micro-credential that is less than 12 weeks. To be eligible for OSAP for Micro-credentials, a student must be a Canadian citizen, a permanent resident, or a protected person; and, be a resident of Ontario. A step-by-step guide on how to apply for OSAP for Micro-credentials is available here.
For more information please visit the OSAP website at www.ontario.ca/OSAP.