Global Certificate Math Education: Data-Driven Approaches

Name: Global Certificate Math Education: Data-Driven Approaches
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The Global Certificate Math Education: Data-Driven Approaches is a comprehensive course designed to empower educators with the latest data-driven techniques in mathematics education. This course highlights the importance of data in teaching, learning, and assessment, addressing the growing industry demand for data literacy in education.

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AboutThisCourse

By enrolling in this course, learners will gain essential skills in analyzing and interpreting data to inform instruction, improve student outcomes, and make data-driven decisions. The course covers a range of topics, including data collection, visualization, and analysis, as well as the integration of data-driven approaches into existing math curricula. Upon completion, learners will be equipped with the skills and knowledge needed to advance their careers in mathematics education and stay competitive in today's data-driven world. This course is ideal for K-12 math teachers, curriculum specialists, and administrators looking to improve their data literacy and enhance their teaching practices.

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CourseDetails

• Data Analysis: Descriptive and Inferential Statistics, Data Visualization, Measures of Central Tendency and Dispersion, Probability Distributions
• Probability Theory: Conditional Probability, Bayes' Theorem, Random Variables, Joint and Marginal Probability Distributions
• Statistical Inference: Hypothesis Testing, Confidence Intervals, Point Estimation, Regression Analysis
• Data Modeling: Linear and Nonlinear Models, Time Series Analysis, Survival Analysis, Multivariate Analysis
• Machine Learning: Supervised and Unsupervised Learning, Classification, Clustering, Neural Networks
• Data Mining: Association and Sequential Pattern Mining, Anomaly Detection, Text Mining, Data Warehousing
• Big Data Analytics: Distributed Computing, MapReduce, NoSQL Databases, Data Streaming
• Ethics in Data Science: Privacy, Bias, Fairness, Transparency, Accountability

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EntryRequirements

BasicUnderstandingSubject
ProficiencyEnglish
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BasicComputerSkills
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FastTrack GBP £140

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ThreeFourHoursPerWeek
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StandardMode GBP £90

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FlexibleLearningPace

TwoThreeHoursPerWeek
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GLOBAL CERTIFICATE MATH EDUCATION: DATA-DRIVEN APPROACHES

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London School of International Business (LSIB)

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05 May 2025

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