Data Mastery
Take your data acumen up a notch as you begin to master algorithms and visualization techniques in practical challenges, which will also hone your all-round business skills.
Courses in this module
Core Course
Communicating with Impact
Effective communication enables leaders to grow their impact in the world as part of a global community. In Communicating with Impact, you will learn to use storytelling as a powerful communication tool to inform, engage, motivate and inspire others. You will also develop presentation skills for success in business environments by learning how to create and deliver a clear, concise, and compelling pitch.
Key topics & skills
Communicating with Individuals & Groups
Presentation Skills: Storytelling
Presentation Skills: Pitching
Core Course
Computational Data Analytics With Python
Introduce Python and Pandas to different types of data and gain insights from it. Learn how to prepare data for analysis, perform simple statistical analysis, run and interpret regression.
Key topics & skills
Introduction to Pandas
Data Anomaly Detection & Treatment
Linear Correlation
Automated Variable Selection Techniques
Logistic Regression & Classification
Core Course
Data Visualization
While data is critical for making well-informed decisions, how you present and analyze data to stakeholders can make the difference between a new or improved business model and a missed opportunity. This course covers the design concepts involved in visualizing and analyzing data for decision-makers. You’ll use market-ready tools to perform ETL processes and create storytelling using data visualization tools.
Key topics & skills
Exploratory Data Analysis Using Visualization in Tableau
Evaluation of Visualization Design Alternatives
Data Transformations
Domain Specific KPIs Application
Dashboards and Story Creation
Core Course
Visualizing & Analyzing Data With R: Methods & Tools
Come to grips with the principles and techniques of computer programming using R as well as a variety of numerical and computational problems. You’ll also learn how to program and use R for effective data analysis for large datasets. Explore real examples of practical issues in statistical computing, including programming in R.
Key topics & skills
Intro to R, R Environment, Installing Libraries & Loading Packages
Basic Objects in R, Different Data Types, Testing & Changing Types, Importing Data into the R Environment
Basic Data Mining in R
Creating Frequency Histograms, Analyzing Different Distributions, Visualizing Data
Business Challenge
Business Challenge: AI Challenge
Put all your newly acquired knowledge and skills directly into practice at the end of each block through a practical and relevant business challenge. Teams will draw on the content and themes of previous courses in each block to complete challenges involving simulations, executive pitch presentations, innovation hackathons, real company challenges, designing new business models, etc.
Key Topics & Skills
Cross Functional Strategic Decision Making, Planning & Coordination
Analyzing Real & Simulated Business Cases
Team Leadership & Dynamics
Courses and challenges subject to change
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