Proficiency in using Python is essential for engineers who manipulate and analyze data. And learning to master the fundamentals is easier than ever with help from this introductory course.
In five days, you’ll master data engineering principles, including data collection and analysis, predictive analytics, and data visualization. You’ll prepare to apply them in your workplace to improve the quality and efficiency of engineering systems and make better decisions. And, you’ll be ready to take additional courses on machine learning, control and optimization.
You’ll learn by doing throughout the course. You’ll dive into case studies that provide an intuition for data engineering solutions. You’ll also participate in a hands-on group project focused on engineering problems and theory. In no time, you’ll gain a working fluency in state-of-the-art methods implemented in Python.
Beginner level with no prior programming experience needed.
Day 1 (Time) |
Data-Driven Engineering with Python |
9:45 AM |
Log-in and System Check |
10 AM |
Course Overview |
11 AM |
|
11:30 AM |
|
12 PM |
Lunch Break |
12:45 PM |
|
1:30 PM |
|
1:50 PM |
Break |
2 PM |
|
2:30 PM |
|
3 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 1 |
Day 2 |
Data Access with Python |
10 AM |
|
10:30 AM |
1️ Text |
11:30 AM |
2️ Audio |
12 PM |
Lunch Break |
12:45 PM |
3️ Video |
1:20 PM |
4️ Database |
1:50 PM |
5️ Sensors |
2:20 PM |
Break |
2:30 PM |
6️ Cloud |
3:00 PM |
7️ Web Scraping |
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 2 |
Day 3 |
Data-Engineering with Python |
10 AM |
|
10:15 AM |
|
11 AM |
|
11:30 AM |
|
12 PM |
Lunch Break |
12:45 AM |
|
1:15 PM |
|
1:45 PM |
|
2:15 PM |
Break |
2:30 PM |
|
2:50 PM |
|
3:10 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 3 |
Day 4 |
Data Streams and Time Series with Python |
10 AM |
|
10:30 AM |
|
11 AM |
|
11:30 AM |
|
12 PM |
Lunch Break |
12:45 PM |
|
1:30 PM |
Time-Series Data |
2:15 PM |
Break |
2:30 PM |
|
3 PM |
|
3:30 PM |
Knowledge Assessment and Review |
4 PM |
Conclude Day 4 |
Day 5 |
Self-Guided Project or TCLab Project |
10 AM |
Individual / Group Project Introduction |
12 PM |
Lunch Break |
2:15 PM |
Break |
2:30 PM |
Presentations |
3:30 PM |
Summarize Course and Certificates |
4 PM |
Conclude Day 5 |
E-mail academy@aiche.org with your question. But be sure so review our FAQ pages first.
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