Why (and why not) Deep Learning?
This 3 hour session is about giving participants insight in a basic understanding of deep learning.
About the Course
This 3 hour session is about giving participants insight in a basic understanding of deep learning. What can deep learning do? When should I use deep learning (an when is it overkill)? How does deep learning work? To make the lecture more concrete, two practical cases will be done as well.
Course content
You will learn: what is deep learning?
- Basics: neural net, weights, feed-forward
- Training: gradient descent, back-propagation
- Data: what do we need to train?
- practical/tutorial: handwritten digit recognition (deep learning "hello world")
Applications:
- Some cases from DataWorkz
- Some from literature: NLP, deep mind
- Practical/tutorial: Object detection using Yolov5
Who is it for?
- Developers
- Data scientists
- People with a technical background
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DP-203: Data Engineering on Microsoft Azure
This course is directly mapped to and supports learning for the DP-203: Data Engineering on Microsoft Azure certification exam.
AZ-900 Microsoft Azure Fundamentals
This course is directly mapped to and supports learning for the AZ-900 Microsoft Azure Fundamentals certification exam.
Data driven business consulting
Learn how to solve business questions using data. In this course we teach you the basics of data processing to turn data into insights. After the basics are set, we set you to work to solve some business cases backed by your own data analysis.