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Pluralsight

Advanced Analytics and Ethics in Business Analytics

via Pluralsight

Overview

This course
will teach you about advance analytics and ethics in business analytics to help you
develop proficiency in the ethical analysis of business data and enable data-driven decision-making.

With the pressing requirement to solve business problems and provide a basis for making business decisions in a more data-driven context, the need to have a comprehensive understanding of the fundamental concepts and techniques of business analytics and how to apply them in their respective functions in their belonging organization is even more heightened. In this course, Advanced Analytics and Ethics in Business Analytics, you’ll learn about the fundamental concepts and techniques of business analytics and how to apply them in your respective functions in your belonging organization. First, you’ll be introduced to the fundamentals, techniques, and ethics surrounding business analytics in general. Next, you’ll learn about the different advanced analytic techniques in business analytics. Finally, you’ll discover the ethical considerations and real-world examples of the techniques presented. When you’re finished with this course, you’ll have the skills and knowledge of advanced analytics and ethics in business analytics that are needed to develop your proficiency in the ethical analysis of business data and enable data-driven decision-making.

Syllabus

  • Course Overview 2mins
  • Overview of Techniques and Ethics in Business Analytics 16mins
  • Predictive Analytics and Data Mining: Forecasting, Uncovering Data Patterns 31mins
  • Predictive and Prescriptive Analytics: Decision-making, Problem-solving 27mins
  • Correlation and Regression Analysis: Identifying Relationships, Making Predictions 32mins
  • Regression and Classification Techniques: Predicting Outcomes , Modeling 29mins
  • Time Series Analysis: Forecasting Time-dependent Data 25mins
  • AI and Machine Learning : Automating Data Analysis and Decision-making 23mins
  • Text and Sentiment Analysis: Analyzing Unstructured Data 23mins

Taught by

Pluralsight

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