Global Certificate in Data Science for Intelligence
-- ViewingNowThe Global Certificate in Data Science for Intelligence is a comprehensive course designed to meet the surging industry demand for data science skills. This certificate equips learners with essential data science techniques, statistical tools, and machine learning algorithms to analyze and interpret complex data sets.
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โข Data Science Fundamentals: Introduction to data science, data manipulation, data visualization
โข Statistical Analysis: Descriptive and inferential statistics, probability theory
โข Machine Learning: Supervised and unsupervised learning, model evaluation
โข Data Mining: Association rule mining, anomaly detection, text mining
โข Big Data Analytics: Hadoop, Spark, NoSQL databases
โข Predictive Modeling: Regression, classification, time series analysis
โข Deep Learning: Neural networks, convolutional neural networks, recurrent neural networks
โข Natural Language Processing: Sentiment analysis, topic modeling, named entity recognition
โข Data Ethics and Privacy: Data privacy principles, ethical considerations in data science
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