Python for Advanced Machine Learning Training Course
Course
In City Of London
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Engineering Institute of Technology
Foundation degree OnlinePrice on request -
London College Of Business And Computing
Course London / Classroom-basedPrice on request -
GB Direct
Course OnlinePrice on request -
Weymouth College
BTEC OnlinePrice on request -
Go4it UK
Course OnlinePrice on request -
Home Learning Courses
Vocational qualification Distance LearningPrice on request -
Goldsmith IBS
Course Distance LearningPrice on request
Description
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Type
Course
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Location
City of london
In this instructor-led, live training, participants will learn the most relevant and cutting-edge machine learning techniques in Python as they build a series of demo applications involving image, music, text, and financial data.
By the end of this training, participants will be able to:
Implement machine learning algorithms and techniques for solving complex problems
Apply deep learning and semi-supervised learning to applications involving image, music, text, and financial data
Push Python algorithms to their maximum potential
Use libraries and packages such as NumPy and Theano
Audience
Developers
Analysts
Data scientists
Format of the course
Part lecture, part discussion, exercises and heavy hands-on practice
Facilities
Location
Start date
Start date
Reviews
Subjects
- Music
- Financial Training
- Financial
- Image
- Algorithms
Course programme
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
Python for Advanced Machine Learning Training Course
-
Engineering Institute of Technology
Foundation degree OnlinePrice on request -
London College Of Business And Computing
Course London / Classroom-basedPrice on request -
GB Direct
Course OnlinePrice on request -
Weymouth College
BTEC OnlinePrice on request -
Go4it UK
Course OnlinePrice on request -
Home Learning Courses
Vocational qualification Distance LearningPrice on request -
Goldsmith IBS
Course Distance LearningPrice on request