Certificate Programme in Text Mining for Data Science
-- ViewingNowThe Certificate Programme in Text Mining for Data Science is a comprehensive course designed to empower learners with the essential skills required to excel in the rapidly growing field of data science. This program focuses on text mining, a critical component of data analysis, which involves extracting valuable insights from unstructured text data.
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CourseDetails
• Introduction to Text Mining & Data Science
• Natural Language Processing (NLP) Fundamentals
• Data Preprocessing for Text Data
• Text Mining Techniques: Term Frequency & Inverse Document Frequency (TF-IDF)
• Text Mining Techniques: Text Clustering
• Text Mining Techniques: Text Classification
• Text Mining Techniques: Named Entity Recognition (NER)
• Text Mining Tools and Libraries: Python (NLTK, spaCy, Gensim)
• Text Mining Applications: Sentiment Analysis & Social Media Monitoring
• Text Mining Project: Real-World Text Mining Use Case
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- NotAccreditedRecognized
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- ComplementaryFormalQualifications
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- ThreeFourHoursPerWeek
- EarlyCertificateDelivery
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- TwoThreeHoursPerWeek
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