Professional Certificate in Predictive Analysis: Future-Ready Skills
-- ViewingNowThe Professional Certificate in Predictive Analysis: Future-Ready Skills is a comprehensive course designed to equip learners with essential skills for career advancement in the data-driven industry. This program emphasizes the importance of predictive analysis, a critical aspect of decision-making in today's technology-oriented world.
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โข Introduction to Predictive Analysis: Fundamentals of Predictive Analysis, Importance and Applications
โข Data Mining Techniques: Data Preparation, Data Mining Models, Evaluation Metrics
โข Regression Analysis: Simple Linear Regression, Multiple Linear Regression, Logistic Regression
โข Machine Learning Algorithms: Decision Trees, Random Forest, Neural Networks
โข Time Series Analysis: ARIMA, Exponential Smoothing, Prophet
โข Natural Language Processing: Text Preprocessing, Sentiment Analysis, Topic Modeling
โข Big Data Analytics: Hadoop, Spark, NoSQL Databases
โข Data Visualization: Charting Tools, Data Storytelling, Interactive Dashboards
โข Ethics in Predictive Analysis: Data Privacy, Bias and Fairness, Accountability
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