Executive Development Programme in NLP for Data Mastery
-- viewing nowThe Executive Development Programme in NLP for Data Mastery is a certificate course that empowers learners with essential skills for data analysis and leadership. This program combines Neuro-Linguistic Programming (NLP) techniques and data mastery tools to enhance decision-making and communication abilities.
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Course Details
• Introduction to NLP: Natural Language Processing (NLP) basics, understanding language data, NLP applications in data analysis
• Data Mastery: Data preprocessing, data exploration, data visualization, statistical analysis
• NLP Techniques: Tokenization, stemming, lemmatization, part-of-speech tagging, parsing
• Text Classification: Supervised learning methods, unsupervised learning methods, feature engineering, model evaluation
• Named Entity Recognition: Understanding NEs, NER applications, NER algorithms, performance evaluation
• Sentiment Analysis: Fundamentals of sentiment analysis, sentiment analysis techniques, use cases, evaluation metrics
• Topic Modeling: Introduction to topic modeling, Latent Dirichlet Allocation (LDA), Non-negative Matrix Factorization (NMF), topic interpretation
• Word Embeddings: Word embeddings, Word2Vec, GloVe, FastText, applications
• Deep Learning for NLP: Neural networks, convolutional neural networks, recurrent neural networks, long short-term memory, transformers, applications
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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