Advanced AI Modeling Learning Path

Learn Transformers, explained: Understand the model behind GPT, BERT, and T5

State-of-the-Art Machine Learning Papers Implementation

This professional certificate program from IBM is designed for those who want to take their data science skills to the next level. It covers advanced topics, including advanced machine learning, deep learning, and big data.

A specialization that guides learners through essential and advanced NLP techniques, from sentiment analysis and tokenization to neural translation and transformer models. It includes a course on 'Neural Models and Machine Translation'.

Unlock the power of data and empower yourself to tackle complex data challenges. There's no prior knowledge or coding skills required. You'll become more data literate through hands-on exercises and explore reading, working with, analyzing, and communicating with data.

A comprehensive data science program that covers R programming, data visualization, probability, inference, and machine learning. The machine learning section includes classification algorithms and case studies.

This professional certificate program is designed for a broad audience and focuses on the practical application of AI in organizations. It covers various AI solutions like machine learning and natural language processing, providing context for where few-shot and zero-shot learning can be applied.

A Micro Masters program that includes a course on machine learning fundamentals, covering tree-based models and ensemble methods.

A three-course professional certificate program that provides a deep dive into computer vision. It covers principles from digital signal processing to machine learning, and topics such as image processing, 3D geometry, motion estimation, and object recognition.