Advanced Machine Learning with Python Certificate for Frank Engstler
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Certificate ID:
679443
Authentication Code:
778a6
Certified Person Name:
Frank Engstler
Trainer Name:
Abhi Ojha
Duration Days:
3
Duration Hours:
21
Course Name:
Advanced Machine Learning with Python
Course Date:
2022-06-08 00:00 to 2022-06-10 00:00
Course Outline:
Introduction
Describing the Structure of Unlabled Data
- Unsupervised Machine Learning
Recognizing, Clustering and Generating Images, Video Sequences and Motion-capture Data
- Deep Belief Networks (DBNs)
Reconstructing the Original Input Data from a Corrupted (Noisy) Version
- Feature Selection and Extraction
- Stacked Denoising Auto-encoders
Analyzing Visual Images
- Convolutional Neural Networks
Gaining a Better Understanding of the Structure of Data
- Semi-Supervised Learning
Understanding Text Data
- Text Feature Extraction
Building Highly Accurate Predictive Models
- Improving Machine Learning Results
- Ensemble Methods
Summary and Conclusion