Global Certificate in Applied Data Science & AI
-- ViewingNowThe Global Certificate in Applied Data Science & AI is a comprehensive course designed to meet the surging industry demand for data science and AI expertise. This program equips learners with essential skills required to excel in data-driven roles, providing a strong foundation in statistics, data exploration, and predictive modeling.
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โข Data Fundamentals: Data Collection, Data Storage, Data Cleaning, Data Analysis Fundamentals
โข Statistical Analysis: Descriptive Statistics, Inferential Statistics, Probability Theory, Hypothesis Testing
โข Data Visualization: Data Storytelling, Chart Selection, Visualization Tools, Best Practices
โข Machine Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Model Evaluation
โข Deep Learning: Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Transfer Learning
โข Natural Language Processing: Text Preprocessing, Sentiment Analysis, Named Entity Recognition, Topic Modeling
โข AI Ethics: Bias and Fairness, Privacy and Security, Accountability and Transparency, Social and Economic Impacts
โข Data Science Project Management: Requirements Gathering, Project Planning, Collaboration, Communication
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