Professional Certificate in Predictive Analytics.
-- ViewingNowThe Professional Certificate in Predictive Analytics is a comprehensive course that equips learners with the essential skills required to thrive in today's data-driven world. In this era of big data, predictive analytics plays a critical role in helping businesses make informed decisions, reduce risks, and increase profits.
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โข Introduction to Predictive Analytics: Overview of predictive analytics, its importance, and applications
โข Data Preparation: Data preprocessing, cleaning, and transformation techniques for predictive modeling
โข Statistical Foundations: Probability, distributions, statistical inference, and hypothesis testing
โข Machine Learning Basics: Supervised and unsupervised learning, regression, and classification
โข Predictive Modeling: Developing, validating, and deploying predictive models using various techniques
โข Data Visualization: Exploratory data analysis and visualizations for predictive analytics
โข Time Series Analysis: Modeling and forecasting time-dependent data and trends
โข Big Data Analytics: Predictive analytics using large-scale, distributed computing frameworks
โข Ethics and Privacy: Ensuring responsible and ethical use of data in predictive analytics
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