Business and Economics
Learn essential AI concepts including search, optimization, planning, pattern recognition, and more from experts like Peter Norvig and Sebastian Thrun.
In the course Predictive Analytics For Business on Udacity, you will learn problem-solving techniques using advanced analytics. The course covers a framework for organizing and planning your analytical approach, as well as introducing simple and multiple linear regression. You will also learn about data wrangling, including working with different data types, handling dirty data and outliers, and joining data from different sources. Classification models, such as binary and non-binary models, will be explored to drive business insights. Additionally, the course covers A/B testing for confident decision-making, time series forecasting using ETS and ARIMA models, and segmentation and clustering techniques for finding patterns in data. By combining these predictive techniques, you will gain valuable skills for business analysis.
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