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Mastering Data-Driven Decision Making; A Strategic Business Analytics Course for Ambitious Leaders

Mastering Data-Driven Decision Making; A Strategic Business Analytics Course for Ambitious Leaders

$199.00
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Mastering Data-Driven Decision Making: A Strategic Business Analytics Course for Ambitious Leaders



Course Overview

In this comprehensive course, you will learn the fundamentals of data-driven decision making and how to apply business analytics to drive strategic business decisions. You will gain hands-on experience with data analysis, visualization, and modeling, and develop the skills needed to lead your organization to success in a data-driven world.



Course Curriculum

Module 1: Introduction to Data-Driven Decision Making

  • Defining data-driven decision making
  • The importance of data-driven decision making in business
  • Challenges and limitations of data-driven decision making
  • Best practices for implementing data-driven decision making

Module 2: Data Analysis and Visualization

  • Types of data: quantitative, qualitative, and mixed methods
  • Data collection methods: surveys, experiments, and observational studies
  • Data visualization: charts, graphs, and other visualization tools
  • Best practices for data visualization
  • Hands-on exercise: creating interactive dashboards with Tableau

Module 3: Statistical Analysis and Modeling

  • Descriptive statistics: mean, median, mode, and standard deviation
  • Inferential statistics: hypothesis testing and confidence intervals
  • Regression analysis: simple and multiple linear regression
  • Time series analysis: trends, seasonality, and forecasting
  • Hands-on exercise: building a predictive model with R

Module 4: Data Mining and Machine Learning

  • Introduction to data mining: concepts and techniques
  • Clustering and classification: k-means and decision trees
  • Regression and prediction: linear regression and neural networks
  • Text mining and sentiment analysis
  • Hands-on exercise: building a recommendation system with Python

Module 5: Big Data and NoSQL Databases

  • Introduction to big data: characteristics and challenges
  • NoSQL databases: MongoDB, Cassandra, and HBase
  • Hadoop and MapReduce: distributed computing and data processing
  • Hands-on exercise: working with big data using Hadoop and Spark

Module 6: Business Analytics and Decision Making

  • Defining business analytics: concepts and applications
  • Types of business analytics: descriptive, predictive, and prescriptive
  • Business decision making: frameworks and models
  • Hands-on exercise: using analytics to drive business decisions

Module 7: Data-Driven Storytelling and Communication

  • Principles of data-driven storytelling
  • Effective communication of data insights
  • Creating persuasive presentations and reports
  • Hands-on exercise: creating a data-driven story with Power BI

Module 8: Implementing Data-Driven Decision Making in Your Organization

  • Assessing your organization's data maturity
  • Developing a data strategy and roadmap
  • Implementing data governance and quality control
  • Creating a data-driven culture and community


Course Features

  • Interactive and engaging: hands-on exercises, quizzes, and discussions
  • Comprehensive and personalized: tailored to your needs and interests
  • Up-to-date and practical: latest tools and techniques, real-world applications
  • High-quality content and expert instructors: learn from industry experts and thought leaders
  • Certification and recognition: receive a certificate upon completion, issued by The Art of Service
  • Flexible and user-friendly: self-paced learning, mobile-accessible, and easy to navigate
  • Community-driven and supportive: connect with peers, ask questions, and share insights
  • Actionable insights and hands-on projects: apply your knowledge and skills to real-world projects
  • Bite-sized lessons and lifetime access: learn at your own pace, and revisit material whenever you need
  • Gamification and progress tracking: stay motivated and track your progress


Certificate of Completion

Upon completing this course, you will receive a Certificate of Completion, issued by The Art of Service. This certificate is a testament to your skills and knowledge in data-driven decision making and business analytics.

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