Executive Development Programme in Strategic Predictive Analytics
-- viewing nowThe Executive Development Programme in Strategic Predictive Analytics is a certificate course designed to empower professionals with the essential skills needed to thrive in the data-driven business landscape. This programme emphasizes the importance of predictive analytics in strategic decision-making, providing a solid foundation in statistical analysis, machine learning, and data visualization techniques.
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Course Details
• Introduction to Predictive Analytics: Defining predictive analytics, understanding its role in data-driven decision making, and exploring real-world applications.
• Data Preparation for Predictive Analytics: Data collection, data cleaning, data transformation, and data visualization.
• Statistical Foundations: Descriptive and inferential statistics, probability distributions, and statistical testing.
• Predictive Modeling Techniques: Regression analysis, decision trees, random forests, and ensemble methods.
• Machine Learning Algorithms: Supervised and unsupervised learning, neural networks, and deep learning.
• Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
• Big Data Analytics: Hadoop, Spark, and NoSQL databases.
• Communication of Analytics Findings: Data storytelling, visualization tools, and presenting results to stakeholders.
• Ethics in Predictive Analytics: Data privacy, model transparency, and moral implications in decision making.
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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