Masterclass Certificate in Real Estate Data: Predictive Analysis
-- ViewingNowThe Masterclass Certificate in Real Estate Data: Predictive Analysis is a comprehensive course designed to equip learners with the essential skills to analyze and interpret real estate data for predictive insights. This course is crucial in today's data-driven economy, where businesses rely on data analysis to make informed decisions.
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GBP £ 140
GBP £ 202
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โข Real Estate Data Foundation: Understanding Data Sources, Data Quality, and Data Cleaning
โข Exploratory Data Analysis: Visualizing Real Estate Data, Summary Statistics, and Correlation Analysis
โข Regression Analysis: Simple and Multiple Linear Regression, Logistic Regression, and Regularization Techniques
โข Time Series Analysis: Real Estate Market Trends, Seasonality, and Autoregressive Integrated Moving Average (ARIMA) Models
โข Advanced Machine Learning: Decision Trees, Random Forests, Support Vector Machines, and Neural Networks
โข Feature Engineering: Transforming Data, Extracting Features, and Dimensionality Reduction Techniques
โข Model Evaluation and Validation: Performance Metrics, Model Selection, and Cross-Validation
โข Ethical Considerations: Bias, Discrimination, Privacy, and Regulatory Compliance in Real Estate Data Analysis
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