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Professional Certificate in AI for Customer Sentiment Analysis

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๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Natural Language Processing (NLP) and Sentiment Analysis
  • Text Preprocessing for Sentiment Analysis: Cleaning and Normalization
  • Feature Extraction Techniques for Sentiment Analysis: Bag-of-Words, TF-IDF
  • Machine Learning Models for Customer Sentiment Analysis: Naive Bayes, SVM, Logistic Regression
  • Deep Learning for Sentiment Analysis: Recurrent Neural Networks (RNNs), LSTMs
  • Building a Customer Sentiment Analysis System: Pipeline and Deployment
  • Sentiment Analysis Applications in Customer Service
  • Ethical Considerations in AI-powered Sentiment Analysis
  • Advanced Topics in Sentiment Analysis: Aspect-Based Sentiment Analysis

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role Description AI Specialist (Customer Sentiment) Develops and implements AI-powered solutions for analyzing customer feedback, focusing on sentiment analysis and natural language processing (NLP).

High demand in UK tech companies.

Data Scientist (Customer Insights) Extracts valuable insights from customer data using AI and machine learning, including sentiment analysis, to improve customer experience and business strategies.

Strong UK market presence.

NLP Engineer (Sentiment Analysis) Designs and builds NLP models specifically for analyzing customer sentiment, contributing to enhanced customer service and targeted marketing campaigns.

Growing demand in the UK's AI sector.

Machine Learning Engineer (Customer Feedback) Develops and deploys machine learning algorithms for processing and interpreting customer feedback, focusing on sentiment analysis for product improvement and customer satisfaction.

Highly sought after in UK based companies.

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์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
PROFESSIONAL CERTIFICATE IN AI FOR CUSTOMER SENTIMENT ANALYSIS
์—๊ฒŒ ์ˆ˜์—ฌ๋จ
ํ•™์Šต์ž ์ด๋ฆ„
์—์„œ ํ”„๋กœ๊ทธ๋žจ์„ ์™„๋ฃŒํ•œ ์‚ฌ๋žŒ
London School of International Business (LSIB)
์ˆ˜์—ฌ์ผ
05 May 2025
๋ธ”๋ก์ฒด์ธ ID: s-1-a-2-m-3-p-4-l-5-e
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