AI Curriculum | Major: Natural Language Processing
Who should attend
The offer is aimed at specialists in Machine Learning or Deep Learning who want to deepen their existing skills and acquire expert knowledge of the core elements of Natural Language Processing
This major focuses on modern Natural Language Processing (NLP) techniques
It provides insights into topics such as Natural Language Understanding (NLU) and Natural Language Generation (NLG)
Knowledge acquired as part of this major will help you develop applications that process written or spoken language using Machine Learning methods
Requirements:
Knowledge of Linear Algebra and Differential Calculus
Advanced Python programming and Machine Learning skills, including, in particular, Deep Learning
What you learn
Learners will build the knowledge and skills relevant to key Natural Language Processing techniques, including:
Lexical, syntactic and semantic analyses
Expert-level modeling techniques, such as Embeddings, Long-Short Term Memory (LSTM), Recurrent Neural Networks (RNNs)
Transformer Models, including NLG models for automatic text generation
How you learn
Learning path with a course program specially designed for NLP use cases
Modern online learning experience from selected learning providers with high quality standards
From short learning nuggets for solving current problems to Nanodegree and recognized university certificate
Self-directed learning according to individual abilities and needs - at one's own pace, independent of time and place
Interactive learning formats with learning controls to check your own learning progress
Benefits
Acquire the competencies and skills necessary for working in the field of Natural Language Processing
Develop in your current role, or qualify for a new task
Benefit from a selected, well-structured and quality-checked digital learning curriculum
Learn from experts with high practical relevance
Exchange information on challenges and best practices in communities
Apply the learning content directly in your everyday professional life
Continue your education according to your individual knowledge, independent of time and place
Take the opportunity to develop further by completing a certificate or university degree
