- Self-paced
- Free Access
- Fee-based Certificate
Deep Learning Explained
You can't access an archived course
- 6 Sequences
- Intermediate Level
Course details
Syllabus
Week 1: Introduction to deep learning and a quick recap of machine learning concepts.
Week 2: Building a simple multi-class classification model using logistic regression
Week 3: Detecting digits in hand-written digit image, starting by a simple end-to-end model, to a deep neural network
Week 4: Improving the hand-written digit recognition with convolutional network
Week 5: Building a model to forecast time data using a recurrent network
Week 6: Building text data application using recurrent LSTM (long short term memory) units
Prerequisite
- Basic programming skills
- Working knowledge of data science
- Skills equivalent to the following courses:
Instructors
Steve Elston
Managing Director
Quantia Analytics, LLC
Editor
Microsoft Corporation is an American multinational technology company headquartered in Redmond, Washington, that develops, manufactures, licenses, supports and sells computer software, consumer electronics and personal computers and services. Its best known software products are the Microsoft Windows line of operating systems, Microsoft Office office suite, and Internet Explorer web browser.
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