Professional Certificate in Engineering Data Analytics: Data-Driven Decisions
-- viewing nowThe Professional Certificate in Engineering Data Analytics: Data-Driven Decisions is a comprehensive course designed to equip learners with essential data analytics skills for career advancement in the engineering industry. This program emphasizes the importance of data-driven decision-making, a highly sought-after skill set in today's data-centric world.
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Course Details
• Data Collection Techniques: Types of data, data sources, data collection methods, and best practices for data collection.
• Data Preprocessing: Data cleaning, data transformation, data normalization, and data reduction techniques.
• Statistical Analysis: Descriptive statistics, inferential statistics, statistical significance, and hypothesis testing.
• Data Visualization: Data visualization techniques, data visualization tools, and best practices for creating effective visualizations.
• Machine Learning: Supervised learning, unsupervised learning, reinforcement learning, and machine learning algorithms.
• Predictive Analytics: Regression analysis, time series analysis, and predictive modeling techniques.
• Experimental Design: Design of experiments, A/B testing, and statistical process control.
• Data-Driven Decision Making: Data-driven decision making frameworks, decision making under uncertainty, and decision making with incomplete data.
• Data Ethics: Data privacy, data security, and ethical considerations in data analytics.
• Communication and Presentation Skills: Communicating data insights, presenting data findings, and storytelling with data.
Career Path
Entry Requirements
- Basic understanding of the subject matter
- Proficiency in English language
- Computer and internet access
- Basic computer skills
- Dedication to complete the course
No prior formal qualifications required. Course designed for accessibility.
Course Status
This course provides practical knowledge and skills for professional development. It is:
- Not accredited by a recognized body
- Not regulated by an authorized institution
- Complementary to formal qualifications
You'll receive a certificate of completion upon successfully finishing the course.
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