Professional Certificate in AI Language Development Essentials
-- ViewingNowThe Professional Certificate in AI Language Development Essentials is a vital course designed to equip learners with essential skills in artificial intelligence language development. This program is critical in today's industry, where AI technology is increasingly being used to develop intelligent chatbots, virtual assistants, and other language-based AI applications.
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โข Unit 1: Introduction to AI Language Development โ Overview of AI language development, its importance, and applications.
โข Unit 2: Natural Language Processing (NLP) โ Basics of NLP, tokenization, part-of-speech tagging, and parsing.
โข Unit 3: Machine Learning for AI Language Development โ Introduction to machine learning algorithms, supervised and unsupervised learning.
โข Unit 4: Deep Learning Techniques โ Overview of deep learning, recurrent neural networks (RNNs), long short-term memory (LSTM) networks, and gated recurrent units (GRUs).
โข Unit 5: Text Preprocessing and Feature Extraction โ Techniques for text cleaning, normalization, and vectorization.
โข Unit 6: Sentiment Analysis โ Overview of sentiment analysis, application, and evaluation methods.
โข Unit 7: Text Classification and Topic Modeling โ Basics of text classification, topic modeling, and clustering techniques.
โข Unit 8: Named Entity Recognition (NER) โ Introduction to NER, its applications, and evaluation methods.
โข Unit 9: Question-Answering Systems โ Overview of question-answering systems, their design, and evaluation.
โข Unit 10: Ethical Considerations and Bias Mitigation in AI Language Development โ Ethical considerations, potential biases, and mitigation strategies in AI language development.
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