Global Certificate in A/B Testing & Predictive Modeling
-- ViewingNowThe Global Certificate in A/B Testing & Predictive Modeling is a comprehensive course that equips learners with the essential skills required to optimize business outcomes through data-driven decision making. This course emphasizes the importance of A/B testing, experimentation, and predictive modeling in today's data-centric world.
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โข Introduction to A/B Testing: Understanding the concept, importance, and benefits of A/B testing, hypothesis testing, and experimentation.
โข Setting Up A/B Tests: Designing and implementing A/B tests, selecting samples, and determining test duration.
โข Data Analysis in A/B Testing: Evaluating test results, statistical significance, and confidence intervals.
โข Predictive Modeling: Basics of predictive modeling, regression analysis, and time series forecasting.
โข Machine Learning Techniques: Supervised and unsupervised learning, model selection, and validation.
โข Data Visualization: Presenting data through charts, graphs, and dashboards for effective communication.
โข Ethics in A/B Testing & Predictive Modeling: Ensuring data privacy, model fairness, and avoiding potential biases.
โข Scaling A/B Testing & Predictive Modeling: Incorporating automation, large-scale data processing, and cloud computing.
โข Communication & Collaboration: Presenting results, providing insights, and working with cross-functional teams.
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