Skill

Explore Deep Learning Foundational Concepts

July 2024 with Jonathan Barrios

Join Jonathan Barrios as we learn the concepts and technologies that make deep learning possible. We'll learn about artificial neurons, define deep learning, see how neural networks actually work, and look at advanced processes like natural language processing (NLP).

Recommended Experience

Basic understanding of programming (preferably Python)
Some experience with machine learning
Familiarity with basic mathematics

Related certifications

None at this time

Related Job Functions

Machine learning engineer
Data scientist
AI researcher

Jeff Kish has over 15 years of IT experience, focusing mainly on core infrastructure and data center technologies. He holds a number of Cisco certifications, including CCIEs in Routing and Switching and Data Center. He also focuses on network programmability and software-defined networking.

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Skill Outline

1. Introduction (13:00)
2. Neural Network Basics (7:28)
3. Convolutional Neural Networks (CNNs) (6:41)
4. Natural Language Processing (NLP) (7:23)
5. Deep Neural Networks (DNNs) (1:00)
6. Challenge (1:35)
7. Convolutional Neural Networks (CNNs) (1:00)

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