Power Analytics: AI & Python
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- Curriculum
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Service Description
Energy Data Analytics and Forecasting with AI: A Hands-On Python Workshop for Electrical Engineers
Starts November 15, 2025
$250
Online
This 5-hour live workshop is tailored for mid-career electrical engineers looking to pivot into the fast-growing field of AI-driven energy analytics. Beyond traditional spreadsheet tools, participants will gain hands-on experience with Python to execute complete energy data workflows.
Key topics include:
- Historical load data analysis
- Short-term load forecasting using models like XGBoost
- Renewable generation forecasting (e.g., solar output)
- Anomaly detection in utility consumption data
- Using LLMs to interpret results, generate insights, and refine reporting
- Cloud deployment (AWS) of simple dashboards
- GitHub portfolio preparation for showcasing work
The workshop focuses on real-world coding exercises with immediate applicability in power systems and renewable energy. While no prior AI/ML experience is required, a working knowledge of Python is expected.
Notes:
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All participants will receive digital course materials, which may include slide decks, reference guides, toolkits, and access to the session recording.
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Upon successful completion, you will earn the ElectroMentors Certificate of Completion.
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ElectroMentors is an approved provider of IEEE CEU/PDH certificates. Should you wish to receive it, it is available as an optional add-on during checkout.
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This course may be eligible for Professional Development Hours (PDHs) with engineering regulatory bodies such as EGBC, APEGA, PEO, Engineers Nova Scotia, and other similar organizations across Canada. Participants are responsible for ensuring the course content is relevant to their area of professional practice and for retaining proof of completion for audit purposes.
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ElectroMentors is an approved provider of IEEE CEU/PDH Certificates. If you wish to obtain a certificate directly from IEEE, please add it to your checkout via [this link].
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Please note that all purchases are final. By registering and attending the course, you agree to ElectroMentors’ Terms and Conditions, including our rescheduling, cancellation, and refund policies. [Terms & Conditions].
Upcoming Sessions
Dates: January 17, 2025
Total of 1 session
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Saturday, January 17
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9:00 AM5 hoursAli Mohammadzadeh
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2Power Analytics - Course Code1 questionsThis is not a quiz! Note: After entering the code correctly and completing all steps (See 100% on your course progress bar), your certificate will be issued automatically for you to download. Alternatively, you can find your Certificate of Completion on your user account's homepage. Look for the three vertical dots next to "Enrolled Courses," click on it, and select "My Certificates." From there, you can download your certificate.
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3Survey – To Be Completed After the Session0:05:00
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All participants will receive digital course materials, which may include slide decks, reference guides, toolkits, and access to the session recording.
-
Upon successful completion, you will earn the ElectroMentors Certificate of Completion.
-
ElectroMentors is an approved provider of IEEE CEU/PDH Certificates. If you wish to obtain a certificate directly from IEEE, please add it to your checkout via [this link].
-
ElectroMentors is an Engineering Institute of Canada (EIC)-accredited provider authorized to award EIC-accredited CEUs/PDHs.
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If you wish to receive a certificate displaying the official Engineering Institute of Canada (EIC) logo and certificate number, you may select this optional add-on (i.e., admin fee) during checkout via [this link].
- Upon successful completion of the course and passing the required evaluation (exam), ElectroMentors will issue your certificate bearing the official EIC CEU/PDH logo and certificate number.
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-
This course may be eligible for Professional Development Hours (PDHs) with engineering regulatory bodies such as EGBC, APEGA, PEO, Engineers Nova Scotia, and other similar organizations across Canada. Participants are responsible for ensuring the course content is relevant to their area of professional practice and for retaining proof of completion for audit purposes.
-
Please note that all purchases are final. By registering and attending the course, you agree to ElectroMentors’ Terms and Conditions, including our rescheduling, cancellation, and refund policies. [Terms & Conditions].