Advanced Data Science
offered by Northwestern University

Private University
240 acre campus
Estd. 1851

Advanced Data Science
at
Northwestern University
Overview

Prepares data scientists to utilize algorithms for predictive modeling and analytics, developing models for marketing, finance, and other business applications

Duration	1 - 1.5 years
Total fee	₹14,512
Mode of learning	Online
Official Website	Go to Website
Course Level	UG Certificate

Advanced Data Science
at
Northwestern University
Highlights

Earn a certificate of completion from Northwestern University

Advanced Data Science
at
Northwestern University
Course details

Skills you will learn

Python Marketing Accounting Statistics Data Modeling R Project Management Data Science Simulation Data visualization Predictive modeling Forecasting

What are the course deliverables?

Applied Statistics with R
Decision Analytics
Python for Data Science
Analytics Application Engineering
Management Consulting
Accounting and Finance for Technology Managers

More about this course

This certificate provides a unique and in-depth exploration into the various industry-based applications of their specific skillset
The program offers students the opportunity to pursue concentrations in analytics fields, including offerings in the four specializations that are part of the Masters of Science in Data Science program: Analytics Management, Analytics and Modeling, Data Engineering, and Artificial Intelligence

Advanced Data Science
at
Northwestern University
Curriculum

Core Courses

DL Math for Data Scientists

DL Applied Statistics with R

DL Data Science and Research Practice OR MSDS 403-DL Data Science and Digital Transformation

DL Database Systems and Data Preparation

DL Practical Machine Learning

DL Decision Analytics

DL Project Management, 480-DL Business Leadership and Communications, OR 485 Data Governance, Ethics, and Law

Electives

DL Supervised Learning Methods

DL Unsupervised Learning Methods

DL Time Series Analysis and Forecasting

DL Python for Data Science

DL Data Engineering with Go

DL Foundations of Data Engineering

DL Analytics Application Engineering

DL Analytics Systems Engineering

DL Real-Time Interactive Processing and Analytics

DL Real-Time Stream Processing and Analytics

DL Marketing Analytics

DL Financial Machine Learning

DL Web and Network Data Science

DL Natural Language Processing

DL Applied Probability and Simulation Modeling

DL Data Visualization

DL Sports Performance Analytics

DL Sports Management Analytics

DL Artificial Intelligence and Deep Learning

DL Knowledge Engineering

DL Computer Vision

DL Intelligent Systems and Robotics

DL Technology Entrepreneurship

DL Management Consulting

DL Accounting and Finance for Technology Managers

DL Business Process Analytics

DL Data Governance, Ethics, and Law

DL Special Topics in Data Science

DL Special Topics

DL Independent Study

Analytics and Modeling Specialization

DL Data Modeling for Supervised Learning

DL Data Modeling for Unsupervised Learning

Analytics Management Specialization

DL Accounting and Finance for Technology Managers

DL Project Management, MSDS 480-DL Business Leadership and Communications, OR MSDS 485-DL Data Governance, Ethics, and Law

Artificial Intelligence Specialization

DL Natural Language Processing

DL Artificial Intelligence and Deep Learning

Data Engineering Specialization

DL Foundations of Data Engineering

DL Analytics Application Engineering

Technology Entrepreneurship Specialization

DL Technology Entrepreneurship

DL Accounting and Finance for Technology Managers

Advanced Data Science
at
Northwestern University
Faculty details

Thomas W. Miller, Faculty Director

Tom Miller is faculty director of the data science program at Northwestern University. He started with the program when it was called predictive analytics and for the past ten years has been responsible for growing the curriculum, introducing specializations, and designing numerous distance learning courses.

Edward Arroyo

Edward Arroyo has worked for both on-ground and online universities in a variety of capacities during the last twenty years. During that period, he has taught undergraduate and graduate mathematics courses as well as undergraduate programming and theoretical computer science courses.

Abid Ali

Abid Ali currently works in Dataiku as Strategic Customer Success Manager. He has worked in consulting and product companies over the years. He has several years of international consulting experience leading, designing, and delivering large-scale data and reporting solutions in the U.S., Great Britain, Europe, and Asia Pacific.

Atef Bader

Atef Bader has been working in the IT industry for many years and currently is a member of the technical staff at Lucent Technologies. He is a recognized expert in object-oriented technology, automated software testing, concurrent software systems and software architecture.