Advanced Certificate in Predictive Analytics for K-12

Name: Advanced Certificate in Predictive Analytics for K-12
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The Advanced Certificate in Predictive Analytics for K-12 is a comprehensive program designed to equip educators and administrators with essential skills in data analysis and forecasting. This course is crucial in today's data-driven education landscape, where informed decisions can significantly improve student outcomes.

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AboutThisCourse

With a strong emphasis on practical applications, this course covers key topics including data mining, statistical modeling, and machine learning. Learners will gain hands-on experience using industry-standard tools and software, enabling them to effectively analyze and interpret complex educational data. The demand for professionals with predictive analytics skills in K-12 education is on the rise, making this course an excellent investment for career advancement. By completing this program, learners will be able to leverage data-driven insights to improve teaching and learning, enhance curriculum development, and optimize school resources.

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CourseDetails

• Introduction to Predictive Analytics: Fundamentals of predictive analytics, data mining, and machine learning
• Data Preparation for Predictive Modeling: Data cleaning, preprocessing, and feature engineering
• Regression Analysis: Simple and multiple linear regression, logistic regression, and polynomial regression
• Time Series Analysis: Autoregressive, moving average, and ARIMA models for K-12 educational data
• Classification Techniques: Decision trees, random forests, support vector machines, and k-nearest neighbors
• Clustering Methods: K-means, hierarchical, and density-based clustering for student segmentation
• Natural Language Processing: Text preprocessing, sentiment analysis, and topic modeling for educational data
• Predictive Analytics in K-12 Education: Applications, benefits, and ethical considerations for K-12 education
• Evaluation and Validation: Model evaluation, selection, and validation techniques for predictive analytics

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BasicUnderstandingSubject
ProficiencyEnglish
ComputerInternetAccess
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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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TwoThreeHoursPerWeek
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ADVANCED CERTIFICATE IN PREDICTIVE ANALYTICS FOR K-12

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London School of International Business (LSIB)

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05 May 2025

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