Professional Certificate in Data Analytics for Humanities Research
-- ViewingNowThe Professional Certificate in Data Analytics for Humanities Research is a career-enhancing course designed to equip learners with essential data analysis skills in the humanities field. This program highlights the increasing industry demand for professionals who can apply data analytics techniques to address humanities research questions.
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โข Introduction to Data Analytics · Understanding the data analytics process, data visualization, and statistical analysis
โข Humanities Research Methods · Quantitative and qualitative research methods, data collection, and data cleaning
โข Data Management · Data storage, data security, and data backup
โข Exploratory Data Analysis (EDA) · Summary statistics, data distribution, and data correlations
โข Statistical Analysis · Descriptive and inferential statistics, hypothesis testing, and p-values
โข Data Visualization · Chart creation, data storytelling, and visual best practices
โข Machine Learning Fundamentals · Supervised and unsupervised learning, regression, and classification algorithms
โข Natural Language Processing (NLP) · Text preprocessing, sentiment analysis, and topic modeling
โข Ethics in Data Analytics · Data privacy, data bias, and ethical considerations in data analysis
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