Developing AI Applications

It's time to get practical about AI. Move past playing around with chatbots and plugging your data into others' applications--learn how to create your own! Walk through key AI methods like decision trees, convolutional layers, cluster analysis, and more. Get your hands dirty with simple no-code exercises and then apply that knowledge to more complex (but still beginner-friendly!) examples. With information on installing KNIME and using tools like AutoKeras, ChatGPT, and DALL-E, this guide will let you do more with AI! Highlights include: 1) Python 2) KNIME 3) ChatGPT 4) DALL-E 5) Artificial neural networks (ANN) 6) Decision trees 7) Convolutional layers 8) Transfer learning 9) Anomaly detection 10) Text and image classification 11) Cluster analysis 12) Reinforcement learning