Certificate in Cloud Analytics Fundamentals: Data-Driven
-- ViewingNowThe Certificate in Cloud Analytics Fundamentals: Data-Driven course is essential for learners seeking to advance their careers in the data analytics industry. This program focuses on cloud-based analytics, a rapidly growing field that enables organizations to make informed, data-driven decisions.
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⢠Cloud Analytics Fundamentals: Overview of cloud analytics, its importance, and benefits. Understanding of different types of cloud analytics - Descriptive, Diagnostic, Predictive, and Prescriptive.
⢠Data Collection and Management: Techniques for collecting and managing structured and unstructured data in the cloud. Discussion on data sources, data quality, and data governance.
⢠Data Analysis Tools and Techniques: Introduction to various data analysis tools and techniques, including data visualization, statistical analysis, and machine learning algorithms.
⢠Cloud Data Storage and Management: Overview of different cloud data storage options and their benefits. Understanding of data management best practices, including data backup and recovery.
⢠Data Security and Privacy: Discussion on data security and privacy concerns in cloud analytics. Understanding of data encryption, access control, and compliance requirements.
⢠Big Data Analytics: Overview of big data analytics and its applications in cloud computing. Understanding of big data tools and techniques, including Hadoop and Spark.
⢠Machine Learning and AI: Introduction to machine learning and artificial intelligence in cloud analytics. Understanding of different machine learning algorithms, including supervised and unsupervised learning.
⢠Cloud Analytics Architecture: Overview of cloud analytics architecture and its components. Understanding of data integration, processing, and presentation in cloud analytics.
⢠Cloud Analytics Case Studies: Analysis of real-world cloud analytics case studies. Understanding of the practical applications of cloud analytics and its impact on business outcomes.
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