Explore deep learning for enterprise applications and AI-driven business solutions in this 47-minute conference talk from BSides Columbus 2018. Delve into topics such as Skyland, Deep Learning Forge, and the current state of AI in cybersecurity. Discover why AI is now feasible, how companies are leveraging it, and gain insights into market trends. Learn about the essential components for building AI systems, including team composition and tools. Understand the distinctions between AI, machine learning, and deep learning, with a focus on classification tasks. Gain valuable knowledge to apply artificial intelligence in solving real-world business problems.
Overview
Syllabus
Introduction
What is Skyland
What is Deep Learning Forge
Where are we today
Open Source
DHS
Cybersecurity
Why AI is possible
How companies are using AI
How we see the market
What you need to build
Team
Tools
Explaining Machine Learning
Classification
AI vs Machine Learning
Deep Learning vs Machine Learning
