Professional Certificate in Data Analysis: Engineering Essentials
-- ViewingNowThe Professional Certificate in Data Analysis: Engineering Essentials is a course designed to equip learners with essential data analysis skills in high demand by industries worldwide. This program, offered by leading online platforms and institutions, covers critical topics including data manipulation, statistical analysis, and data visualization.
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โข Data Engineering Fundamentals: Introduction to data engineering, data lifecycle, data storage options, data streaming, and data processing frameworks.
โข Data Analysis Tools: Overview of popular data analysis tools like Excel, SQL, Python, R, and Tableau. Hands-on exercises to master these tools.
โข Data Warehousing and ETL: Understanding data warehouses, ETL (Extract, Transform, Load) processes, and data modeling.
โข Big Data Analytics: Exploring big data technologies like Hadoop, Spark, and Hive. Hands-on exercises to analyze big data.
โข Data Visualization: Techniques and best practices for data visualization, creating charts, graphs, and dashboards for data storytelling.
โข Machine Learning Essentials: Introduction to machine learning, supervised learning, unsupervised learning, and reinforcement learning.
โข Predictive Analytics: Hands-on exercises to build predictive models, regression analysis, and time-series forecasting.
โข Data Security and Privacy: Understanding data security, privacy, and compliance issues in data analysis, including GDPR, CCPA, and HIPAA.
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