Executive Education
Executive Certificate In Business Analytics
Elevate your career in data analytics today!
麻豆精品视频's Executive Certificate in Business Analytics program prepares participants to apply and manage data science to solve critical business challenges and make better, more-informed business decisions
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COURSE BENEFITS
This program comprises the three basic aspects of Business Analytics 鈥� Descriptive, Predictive and Prescriptive.
- Descriptive analytics听鈥� creation of visualizations and dashboards using popular analytical tools such as Tableau, Power BI and Google Analytics (Web Analytics)
- Predictive analytics听鈥� core concepts of Data Mining/Machine learning, its techniques and outcome prediction methods using XLMiner (Excel based software)
- Participants learn to mine heterogeneous data and demonstrate proficiency in applying various popular classification and regression algorithms on real world datasets (allowed to use their work datasets for the project)
- Prescriptive analytics听鈥� decision modeling using spreadsheets and optimization techniques using Excel Solver
Curriculum includes 'comprehensive hands-on experience' on all the analytics aspects mentioned above through weekly assignments.
Participants taking this 15-week program:
- Become knowledgeable in Business Analytics methodology and concepts
- Understand and identify principle components of visualizations and dashboards
- Understand business practices for analyzing real world datasets using popular analytical tools such as Tableau, Power BI, Google Analytics
- Identify web and social media analytics metrics and conduct analysis on websites
- Apply multiple quantitative and qualitative methods to analyze website traffic and social media.
- Understand concepts and work with various Data Mining/Machine learning algorithms.
- Learn methods for selecting suitable data mining algorithms for various business problems.
- Learn decision support modelling and optimization using decision-making method.
Gain proficiency with the following tools and methodology:
- Power BI – Visualizations, Dashboards, Web scraping, DAX, AI Insights
- Tableau – Visualizations, Dashboards, Storytelling
- Google Analytics – Metrics, Reports, Web analytics
- Data mining/Machine learning – Prediction algorithms and Market Basket Analysis using Analytic Solver (XLMiner)
- Excel Solver – Optimization, Goal Seeking, Breakeven Analysis
A total score of 70% or above will result in participants' certification in Business Analytics.
Candidates for this class include:
- Business professional whose goal is to be involved in analyzing data, enhancing analytics skills by learning how to perform predictive analytics/machine learning on the work data, or creating interactive dashboards which facilitate business decisions
- Some Excel knowledge or experience working with spreadsheets recommended
- Presentations, Lessons, and Assignments are downloadable
- Included: XLMiner, Power BI, Tableau, and Google Analytics