Kaggle Grandmaster, Head of the SAIT FIITA Department of VNTU, Prof. Vitaliy Mokin invites you to an updated Python course “AI-ML-DS: Training for beginners and researchers”.
The course currently contains 24 videos on various topics and will continue to grow. All topics are grouped into 3 modules:

– Module 1. Fundamentals of AI, ML, DS in Python. Datasets. EDA (basic concepts, Python basics, working in Kaggle, creating datasets, data analysis and visualization);

– Module 2. Typical methods and models of data analysis and prediction (analysis of the importance of model features, models and methods of data analysis and prediction, including non-network ones, applied systems analysis);

– Module 3. Technologies for analyzing and predicting data of various types (time series forecasting; image and video analysis, recognition and synthesis; NLP; IoT & Big Data, etc.).

The examples prioritize real data. Everything from the video can be replicated by copying the notebooks from the description to the video into Kaggle.

The video is discussed in the course's Telegram channel: https://t.me/ai_ml_vntu