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:
•\tUse customized, real-world datasets instead of preloaded, toy datasets
•\tHands-on, step-by-step applications of state-of-the-art AI models
•\tThorough explanations of each line of code in the video
•\tDetailed annotations for each line of code in the file
•\tThe file containing all code can be downloaded and run in Google Colab instantly, error-free
•\tThe file serves as a reusable template for similar applications