AIcoding

Artificial Intelligence (AI) Competition Course

Syllabus

• Weeks 1-2: Machine Learning Fundamentals
• Weeks 3-4: Data Mining Competition Algorithm Introduction
• Weeks 5-6: Advanced Data Mining Algorithm and Feature Engineering
• Weeks 7-8: Logistic Regression and Fully Connected Neural Networks
• Weeks 9-10: Computer Vision - Convolutional Neural Networks
• Weeks 11-12: Computer Vision - Object Detection and Image Segmentation
• Weeks 13-14: Time Serious Algorithms: RNN, 1DCNN, Transformer
• Weeks 15-16: Natural Language Processing and Kaggle Tricks