In your final module, you’ll focus on data optimization for business applications and machine learning alongside leadership and influence skills, before applying everything you’ve learned in your Capstone Challenge.
Core Course
Collaboration & Communication #3: Influence & Negotiation
In Collaboration & Communication #3, you'll be leveraging your new data analytics knowledge for organizational impact. Apply and refine your influence and leadership skills in this hands-on course.
Key topics & skills
Effective Teamwork
Conflict Resolution
Bias & Decision-Making
Presentation Skills
Core Course
Data Optimization for Business Applications
In today's age of big data, it's vital to design efficient and scalable algorithms that address wide-ranging optimization problems. Get an introduction to a variety of theory and applications in optimization, and connect them to research and applications in large-scale optimization and machine learning.
Key topics & skills
Linear & Non-Linear Programming & Business Applications
Simulation Models & Decision Analysis
Applying Optimization Algorithms in Finance, Marketing & Operations Management
Core Course
Machine Learning Applications
As artificial intelligence and automation expand across industries, machine learning has become one of the fastest growing job requirements. Familiarize yourself with different machine learning algorithms and neural networks. You'll also get a brief introduction to data-mining and pattern recognition, using different programming languages.
Key topics & skills
Supervised vs Unsupervised Learning
Apply Learning Theory & Machine Learning Experiments
Business Applications—Autonomous Navigation, Text & Web Data Processing, Speech Recognition, Bioinformatics
Capstone Challenge
Capstone Challenge: Impacting Your Organization Through Machine Learning
Get your team together to analyze and interpret an unsupervised learning problem and discover hidden patterns or data groupings without the need for human intervention. This will require an ability to code unsupervised machine learning algorithms as well as understand the role of statistics and optimization to interpret and communicate results.
Key topics & skills
Big Data
Machine Learning
Optimization
Applying Exploratory Analysis
Courses and challenges subject to change
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Download a brochure for an in-depth look at Hult’s master’s programs.
Download a brochure for an in-depth look at Hult's master's programs.
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