Masterclass Certificate in Sentiment Forecasting & AI
-- ViewingNowThe Masterclass Certificate in Sentiment Forecasting & AI is a comprehensive course designed to equip learners with essential skills in artificial intelligence, machine learning, and natural language processing. This course emphasizes the importance of sentiment forecasting in making informed business decisions, analyzing consumer behavior, and gauging market trends.
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โข Introduction to Sentiment Forecasting & AI: Understanding the basics, history, and applications of sentiment forecasting and AI.
โข Natural Language Processing (NLP): Learning about NLP techniques, tools, and algorithms for sentiment analysis.
โข Data Preparation: Cleaning, preprocessing, and transforming data for sentiment forecasting models.
โข Feature Engineering: Extracting and creating meaningful features from text data for sentiment analysis.
โข Model Selection: Selecting and implementing appropriate machine learning algorithms for sentiment forecasting.
โข Deep Learning for Sentiment Analysis: Exploring deep learning techniques, such as RNNs and CNNs, for sentiment forecasting.
โข Model Evaluation: Understanding evaluation metrics and techniques for sentiment forecasting models.
โข Bias and Fairness: Addressing fairness, ethics, and biases in sentiment forecasting models.
โข Deployment and Scaling: Deploying and scaling sentiment forecasting models in production environments.
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