Executive Development Programme in NLP for Data Analysts
-- viewing nowThe Executive Development Programme in NLP for Data Analysts is a certificate course that holds immense importance in today's data-driven world. This programme integrates Natural Language Processing (NLP) and Data Analysis, two of the most in-demand skills in the industry.
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Course Details
• Introduction to NLP: Understanding the fundamentals of Natural Language Processing, its applications, and potential for data analysis.
• Data Preprocessing: Techniques for cleaning, preparing, and formatting text data for NLP analysis.
• Tokenization & Word Embeddings: Learning about tokenization, word embeddings, and their importance in NLP.
• Sentiment Analysis: Mastering the art of extracting subjective information from text data, enabling analysts to determine the attitude or emotion of the writer.
• Named Entity Recognition (NER): Understanding how to identify and categorize key information in text, including people, places, and organizations.
• Topic Modeling: Exploring unsupervised machine learning techniques to discover hidden thematic structures in a text body.
• Text Classification: Gaining insights into how to classify text data into various categories, enhancing data organization and interpretation.
• Deep Learning for NLP: Delving into deep learning models, such as Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks, for advanced NLP applications.
• Evaluation Metrics in NLP: Measuring the performance of NLP models with metrics like accuracy, precision, recall, and F1 score.
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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