Global Certificate in Data Science for Modern Professionals

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The Global Certificate in Data Science for Modern Professionals is a comprehensive course designed to empower learners with essential data science skills. In today's data-driven world, the demand for data science professionals is at an all-time high, with a <a href="https://www.

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ibm.com/analytics/us/en/technology/data-science/predictive-analytics-trends/">IBM report predicting 364,000 new job openings in the field by 2020. This course equips learners with the latest tools and techniques, including Python, R, SQL, and data visualization. Through real-world projects and hands-on activities, learners gain practical experience in data analysis, machine learning, and predictive modeling. By the end of the course, learners will have a solid foundation in data science principles, enabling them to drive data-based decision-making and advance their careers in various industries. The Global Certificate in Data Science for Modern Professionals is the key to unlocking the power of data and gaining a competitive edge in today's job market.

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과정 세부사항

• Data Science Fundamentals: Introduction to Data Science, Data Types and Structures, Data Wrangling
• Statistical Analysis: Descriptive and Inferential Statistics, Probability Distributions, Hypothesis Testing
• Data Visualization: Data Visualization Techniques, Visualizing Complex Data, Chart Selection and Design
• Machine Learning: Supervised and Unsupervised Learning, Model Selection and Evaluation, Model Deployment
• Big Data Analytics: Distributed Computing, Hadoop and Spark, NoSQL Databases
• Data Science Tools: Python for Data Science, R for Statistics, SQL for Data Management
• Ethics in Data Science: Data Privacy, Bias and Discrimination, Responsible AI Practices
• Data Science Project Management: Agile Methodologies, Version Control, Collaboration Tools

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