All current Conference Talks courses in 2024
731 Courses
May the Fuzz Be with You
Explore how LSTM neural networks and Python can generate AI-driven test inputs for software testing and network security, improving upon traditional fuzzing techniques.
YouTube
Conference Talk
25 minutes
On-Demand
From Linear Algebra to Machine Learning
Explore the mathematical foundations of machine learning, from linear algebra to optimization, with practical Python implementations using NumPy, SciPy, and TensorFlow.
YouTube
Conference Talk
33 minutes
On-Demand
Getting Your Data Joie De Vivre Back
Explore data-driven creativity through AI and visualization, from poetry composition to image reconstruction, blending technical skills with artistic expression for fun and learning.
YouTube
Conference Talk
47 minutes
On-Demand
Teaching Programming to the Next Generation
Explore effective strategies for teaching Python programming to young students aged 11-18, based on a successful case study in a UK secondary school.
YouTube
Conference Talk
44 minutes
On-Demand
AI in Contemporary Art
Explore AI's impact on contemporary art, from creative applications like DeepDream to critical examinations of facial recognition and deep fakes. Discover how artists and technologists are pushing boundaries and addressing societal implications.
YouTube
Conference Talk
43 minutes
On-Demand
Explaining AI to Managers
Demystifying AI for non-technical leaders: Learn to communicate the real value and potential of artificial intelligence in business contexts without delving into complex mathematics.
YouTube
Conference Talk
30 minutes
On-Demand
Roadmap to an Open Source Artificial Pancreas & Diabetes Monitoring with Flask
Explore open-source solutions for continuous glucose monitoring in Type 1 Diabetes, including the artificial pancreas project and building a notifier for the Nightscout dashboard.
YouTube
Conference Talk
30 minutes
On-Demand
Machine Learning for Everyone
Discover the essentials of machine learning, neural networks, and reinforcement learning in this engaging talk. Gain practical insights and witness a mind-blowing demo to kickstart your ML journey.
YouTube
Conference Talk
37 minutes
On-Demand
30 Golden Rules of Deep Learning Performance
Discover 30 essential guidelines for optimizing deep learning models, enhancing performance, and achieving better results in AI and machine learning projects.
YouTube
Conference Talk
40 minutes
On-Demand
Introduction to Quantum Deep Learning
Explore quantum computing's impact on deep learning, including hybrid quantum-classical models, variational circuits, and applications in reinforcement learning and NLP.
YouTube
Conference Talk
43 minutes
On-Demand