Executive Development Programme in Analytics for Data Analysis
-- ViewingNowThe Executive Development Programme in Analytics is a certificate course designed to equip learners with essential data analysis skills for career advancement. This program is critical in today's data-driven world, where businesses rely heavily on data-based decision making.
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โข Foundations of Data Analysis: Understanding Data, Data Types, Data Quality, Data Cleaning, Data Visualization
โข Statistical Analysis: Descriptive Statistics, Inferential Statistics, Probability Theory, Hypothesis Testing, Regression Analysis
โข Data Mining and Machine Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Model Selection, Evaluation Metrics
โข Big Data Analytics: Hadoop, Spark, NoSQL Databases, Data Lakes, Data Streaming
โข Predictive Analytics: Time Series Analysis, Forecasting, Predictive Modeling, Simulation, Optimization
โข Data Visualization and Communication: Data Storytelling, Dashboard Design, Visualization Tools, Data Journalism
โข Data Ethics and Privacy: Data Ownership, Data Privacy, Data Security, Ethical Considerations, Bias and Discrimination
โข Business Analytics: Business Intelligence, Key Performance Indicators, Decision Making, Performance Improvement
โข Leadership and Team Management: Leading Data Analytics Teams, Collaboration, Communication, Project Management, Change Management
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