Trained as a social scientist with little programming experience, I know the barriers for a non-technical person to learn AI: monster math equations in textbooks, lines after lines of code with little explanation, broken or half-finished code in online tutorials that never runs, the daunting gap from textbook toy examples to real-world applications…

I create this channel to precisely addressing those barriers. Each video is a complete, self-contained project that applies AI (machine or deep learning) to solve a practical, real-world problem. Unique features include:
• Use customized, real-world datasets instead of preloaded, toy datasets
• Hands-on, step-by-step applications of state-of-the-art AI models
• Thorough explanations of each line of code in the video
• Detailed annotations for each line of code in the file
• The file containing all code can be downloaded and run in Google Colab instantly, error-free
• The file serves as a reusable template for similar applications