Professional Certificate in Text Mining: Extracting Knowledge

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The Professional Certificate in Text Mining: Extracting Knowledge is a crucial course for individuals seeking to harness the power of data and drive business success. With the rapid growth of data, there's an increasing demand for professionals who can extract valuable insights from text data.

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AboutThisCourse

This certificate course provides learners with essential skills in text mining, natural language processing, and machine learning, enabling them to unlock insights from unstructured data. Learners will gain hands-on experience with industry-leading tools and techniques, preparing them for careers in data science, business intelligence, and analytics. By completing this course, learners will be equipped with the skills to extract knowledge from text data, providing a competitive edge in the job market and driving career advancement.

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CourseDetails

• Introduction to Text Mining: Definitions, Importance, and Fundamentals
• Data Preprocessing for Text Mining: Cleaning, Normalization, and Tokenization
• Text Mining Techniques: Statistical and Machine Learning Methods
• Natural Language Processing (NLP): Named Entity Recognition, Part-of-Speech Tagging
• Topic Modeling: Latent Dirichlet Allocation, Non-negative Matrix Factorization
• Sentiment Analysis: Aspect-Based Sentiment Analysis, Opinion Mining
• Text Classification: Naive Bayes, Support Vector Machines, Deep Learning
• Text Summarization: Extractive and Abstractive Methods
• Evaluation Metrics for Text Mining: Precision, Recall, F1-score, ROC Curve
• Real-World Applications of Text Mining: Social Media Analysis, Fraud Detection, Recommender Systems

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EntryRequirements

  • BasicUnderstandingSubject
  • ProficiencyEnglish
  • ComputerInternetAccess
  • BasicComputerSkills
  • DedicationCompleteCourse

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FastTrack GBP £149
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AcceleratedLearningPath
  • ThreeFourHoursPerWeek
  • EarlyCertificateDelivery
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StandardMode GBP £99
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FlexibleLearningPace
  • TwoThreeHoursPerWeek
  • RegularCertificateDelivery
  • OpenEnrollmentStartAnytime
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  • DigitalCertificate
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PROFESSIONAL CERTIFICATE IN TEXT MINING: EXTRACTING KNOWLEDGE
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UK School of Management (UKSM)
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05 May 2025
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