Global Certificate Course in Data Science for Student Engagement
-- ViewingNowThe Global Certificate Course in Data Science for Student Engagement is a comprehensive program designed to equip learners with essential data science skills in the context of student engagement. This course is crucial in today's data-driven world, where organizations rely on data-informed decision-making to enhance student success.
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• Fundamentals of Data Science: Introduction to key concepts, including data collection, data cleaning, data analysis, and data visualization.
• Statistics and Probability: Understanding the basics of statistical analysis, probability distributions, and hypothesis testing in the context of data science.
• Data Visualization: Techniques for presenting data in a clear and engaging manner, including the use of graphs, charts, and other visual aids.
• Machine Learning: Overview of supervised and unsupervised learning techniques, including regression, classification, clustering, and neural networks.
• Python Programming: Hands-on experience with the Python programming language, including libraries such as NumPy, pandas, and Matplotlib.
• Big Data Analytics: Introduction to the concepts and tools used for analyzing large and complex data sets, including Apache Hadoop and Spark.
• Data Ethics and Privacy: Understanding the ethical considerations surrounding data science, including privacy, bias, and fairness.
• Natural Language Processing: Techniques for analyzing and processing natural language data, including text classification, sentiment analysis, and topic modeling.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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