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Certificate Programme in Sentiment Analysis Techniques

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์ด ๊ณผ์ •์— ๋Œ€ํ•ด

This program offers hands-on projects and real-world case studies, preparing you for in-demand roles in market research, social media management, and data science. Gain a competitive edge with expert instruction and industry-recognized credentials. Boost your career prospects with this valuable sentiment analysis specialization.

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์–ด๋””์„œ๋“  ํ•™์Šต

๊ณต์œ  ๊ฐ€๋Šฅํ•œ ์ธ์ฆ์„œ

LinkedIn ํ”„๋กœํ•„์— ์ถ”๊ฐ€

์™„๋ฃŒ๊นŒ์ง€ 2๊ฐœ์›”

์ฃผ 2-3์‹œ๊ฐ„

์–ธ์ œ๋“  ์‹œ์ž‘

๋Œ€๊ธฐ ๊ธฐ๊ฐ„ ์—†์Œ

๊ณผ์ • ์„ธ๋ถ€์‚ฌํ•ญ

  • Introduction to Sentiment Analysis and its Applications
  • Text Preprocessing for Sentiment Analysis: Tokenization, Stemming, Lemmatization
  • Sentiment Classification Techniques: Machine Learning Approaches (Naive Bayes, SVM, Logistic Regression)
  • Deep Learning for Sentiment Analysis: Recurrent Neural Networks (RNNs) and Transformers
  • Sentiment Analysis using Lexicon-based Approaches and Rule-based Systems
  • Handling Negation and Sarcasm in Sentiment Analysis
  • Evaluation Metrics for Sentiment Analysis: Precision, Recall, F1-Score, Accuracy
  • Building a Sentiment Analysis System: Case Study and Project Development
  • Advanced Topics in Sentiment Analysis: Aspect-Based Sentiment Analysis, Cross-lingual Sentiment Analysis

๊ฒฝ๋ ฅ ๊ฒฝ๋กœ

Career Role (Sentiment Analysis) Description Sentiment Analyst (Junior) Entry-level position focusing on data collection, cleaning, and basic sentiment analysis using established tools.

Gain practical experience in natural language processing (NLP) and machine learning .

NLP Engineer (Mid-level) Develop and improve sentiment analysis models, deploy them to production environments, and collaborate with data scientists on algorithm improvement.

Requires proficiency in Python and strong machine learning skills.

Data Scientist (Senior) โ€“ Sentiment Analysis Focus Lead the development and implementation of advanced sentiment analysis techniques, contributing to strategic business decisions.

Requires expertise in various statistical methods, deep learning , and big data analysis.

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์‚ฌ์ „ ๊ณต์‹ ์ž๊ฒฉ์ด ํ•„์š”ํ•˜์ง€ ์•Š์Šต๋‹ˆ๋‹ค. ์ ‘๊ทผ์„ฑ์„ ์œ„ํ•ด ์„ค๊ณ„๋œ ๊ณผ์ •.

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์ด ๊ณผ์ •์˜ ๋น„์šฉ์„ ์ง€๋ถˆํ•˜๊ธฐ ์œ„ํ•ด ํšŒ์‚ฌ๋ฅผ ์œ„ํ•œ ์ฒญ๊ตฌ์„œ๋ฅผ ์š”์ฒญํ•˜์„ธ์š”.

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๊ฒฝ๋ ฅ ์ธ์ฆ์„œ ํš๋“

์ƒ˜ํ”Œ ์ธ์ฆ์„œ ๋ฐฐ๊ฒฝ
CERTIFICATE PROGRAMME IN SENTIMENT ANALYSIS TECHNIQUES
์—๊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
์ด ์ž๊ฒฉ์ฆ์„ LinkedIn ํ”„๋กœํ•„, ์ด๋ ฅ์„œ ๋˜๋Š” CV์— ์ถ”๊ฐ€ํ•˜์„ธ์š”. ์†Œ์…œ ๋ฏธ๋””์–ด์™€ ์„ฑ๊ณผ ํ‰๊ฐ€์—์„œ ๊ณต์œ ํ•˜์„ธ์š”.
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