Global Certificate in Data-Driven Predictive Analysis
-- ViewingNowThe Global Certificate in Data-Driven Predictive Analysis is a comprehensive course designed to equip learners with essential skills in predictive analytics. This certification program emphasizes the importance of data-driven decision-making, providing a solid foundation in statistical analysis, predictive modeling, and machine learning techniques.
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โข Data Preparation: Data Cleaning, Data Wrangling, Data Preprocessing
โข Exploratory Data Analysis (EDA): Summary Statistics, Data Visualization
โข Statistical Foundations: Descriptive Statistics, Inferential Statistics
โข Machine Learning Basics: Supervised Learning, Unsupervised Learning, Model Evaluation
โข Regression Analysis: Linear Regression, Logistic Regression
โข Time Series Analysis: ARIMA, SARIMA, Exponential Smoothing
โข Natural Language Processing (NLP): Text Preprocessing, Sentiment Analysis
โข Predictive Modeling: Model Selection, Model Deployment
โข Ethics in Data Science: Bias, Fairness, Privacy
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