Deep Learning for Beginners: Core Concepts and PyTorch

Get an Intuitive Understanding of Deep Learning and Artificial Intelligence

Created by: Seungchan Lee
Lead Instructor, DeepIntuitions / Lead Engineer, Sidetrek

Created by: Nami Kim
Co-founder DeepIntuitions

Created by: DeepIntuitions AI
AI and Business Instructor

What Will I Learn?

• Develop an intuitive understanding of Deep Learning
• Visual and intuitive understanding of core math concepts behind Deep Learning
• Detailed view of how exactly deep neural networks work beneath the hood
• Computational graphs (which libraries like PyTorch and Tensorflow are built on)
• Build neural networks from scratch using PyTorch and PyTorch Lightening
• You’ll be ready to explore the cutting edge of AI and more advanced neural networks like CNNs, RNNs and Transformers
• You'll be able to understand what deep learning experts are talking about in articles and interviews
• You’ll be able to start experimenting with your own AI projects using PyTorch

Requirements

• Basic Python programming knowledge
• Highschool math
• A strong desire to learn Deep Learning and Artificial Intelligence

Target audience

• Students who want learn Deep Learning for the first time
• Beginners who want to finally understand Deep Learning at an intuitive level
• Professionals looking to supercharge their understanding of Deep Learning fundamentals