Data Analytics for Digital Transformation
edX
10 Courses
The University of Mumbai is a public state university situated in Mumbai, India. It was founded in 1857, making it one of the country's oldest and most distinguished universities. It provides a broad array of undergraduate, postgraduate, and doctoral courses in various disciplines.
Overview
Dartmouth Engineering’s Data Analytics for Digital Transformation Certificate is designed to provide professionals with essential tools and insights to foster innovation and strategic decision-making in the evolving digital landscape. Led by Professors Vikrant Vaze and Reed Harder, the program comprises four critical courses: Fundamentals of Digital Transformation, Predictive Analytics, Simulation for Digital Transformation, and Prescriptive Analytics.
- DT101x Fundamentals of Digital Transformation: Delve into the core concepts of digital transformation, including challenges and opportunities. Gain insights into the role of emerging technologies and data-driven strategies in modern organizations. This course serves as the prerequisite for subsequent courses.
- DA-DT.1x Predictive Analytics: Transform raw data into insights with tools like Python. Covering advanced techniques like linear and logistic regression and cross-validation, this course prepares you to tackle real-world business challenges effectively.
- DA-DT.2x Simulation for Digital Transformation: Employ discrete event simulation using Python and SimPy to analyze and optimize systems. You'll learn to build simulations that aid decision-making across industries, linking predictive and prescriptive analytics.
- DA-DT.3x Prescriptive Analytics: Enhance your optimization skills with Pyomo, devising models that inform complex business decisions. Address resource allocation, project selection, and logistics planning through data-driven strategies.
Each course blends theoretical knowledge with practical experience through Python exercises, case studies, and real-world application. Graduates will possess a comprehensive analytics toolkit, empowering them to lead data-centric initiatives aligning with their organization’s digital goals. Whether you're new to analytics or seeking to expand your expertise, this certificate aids in navigating complexity and managing uncertainty.
