Global Certificate in Hospitality Data Analytics with AI
-- ViewingNowThe Global Certificate in Hospitality Data Analytics with AI is a crucial course designed to equip learners with essential data analytics skills in the hospitality industry. This program highlights the importance of data-driven decision-making, a vital aspect of modern business management.
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⢠Introduction to Hospitality Data Analytics: Overview of data analytics in the hospitality industry, including key concepts, tools, and techniques.
⢠Data Collection and Management: Techniques for collecting, cleaning, and managing data from various hospitality sources, such as PMS, POS, and CRM systems.
⢠Data Analysis with Excel: Hands-on training in using Excel to analyze hospitality data, including pivot tables, charts, and formulas.
⢠Data Visualization with Tableau: Overview of data visualization concepts and techniques, with a focus on using Tableau to create effective visualizations.
⢠Introduction to AI and Machine Learning: Overview of AI and machine learning concepts, including supervised and unsupervised learning, and their applications in hospitality.
⢠Predictive Analytics with Python: Hands-on training in using Python for predictive analytics, including regression analysis, time series forecasting, and clustering.
⢠Natural Language Processing in Hospitality: Techniques for processing and analyzing text data from sources such as customer reviews, using NLP tools and techniques.
⢠Ethics and Data Privacy in Hospitality Analytics: Overview of ethical considerations and data privacy regulations in hospitality analytics, including GDPR and CCPA.
⢠Advanced Topics in Hospitality Analytics: Deep dives into advanced topics such as sentiment analysis, recommender systems, and optimization algorithms.
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