Courses from the University of Colorado Boulder can help you learn data analysis, machine learning, programming in Python, and statistical modeling. You can build skills in data visualization, predictive analytics, and data-driven decision-making. Many courses introduce tools like TensorFlow, R, and SQL, that support analyzing complex datasets and implementing machine learning algorithms.

Skills you'll gain: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
Advanced · Course · 1 - 4 Weeks

KodeKloud
Skills you'll gain: Python Programming, Programming Principles, Data Structures, Debugging, Computer Programming, Scripting, Scripting Languages
Beginner · Course · 1 - 3 Months

Skills you'll gain: NoSQL, MongoDB, Flask (Web Framework), Cloud Deployment, Back-End Web Development, Database Systems, Django (Web Framework), Cloud-Native Computing, Cloud Applications, OpenShift, Microservices, Kubernetes, Docker (Software), Application Development, Restful API, Scalability
Advanced · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Marketing, Marketing Channel, Digital Transformation, Marketing Strategies, Digital Marketing, Customer Advocacy, Promotional Strategies, New Product Development, Price Negotiation, Consumer Behaviour, Innovation
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Adaptability, AI Enablement, Open Mindset, Organizational Leadership, Organizational Change, Strategic Leadership, Visionary, Leadership, Innovation, Change Management, Emotional Intelligence
Beginner · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Model Deployment, Keras (Neural Network Library), Tensorflow, Recurrent Neural Networks (RNNs), Generative Model Architectures, Machine Learning Methods, Artificial Neural Networks
Advanced · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Goal Setting, Project Management, Storytelling, Intercultural Competence, Communication Strategies, Professional Development, Communication, Verbal Communication Skills, Persuasive Communication, Professional Networking, Cultural Diversity, Strategic Planning, Collaboration, Public Speaking, Smart Goals, Empathy, Self-Awareness, Planning, Leadership, Time Management
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Lead Generation, Marketing Automation, HubSpot CRM, Prompt Engineering, Email Automation, ChatGPT, Dashboard, MarTech, Marketing Strategies, Marketing Analytics, Customer Relationship Management (CRM) Software, Customer Engagement, Data-Driven Decision-Making
Intermediate · Guided Project · Less Than 2 Hours

Multiple educators
Skills you'll gain: Data Storytelling, Storytelling, Design Thinking, Business Strategy, Business Modeling, Business Solutions, Marketing Communications, Data Visualization, Brand Strategy, Project Portfolio Management, Business Planning, Growth Strategies, Technology Strategies, Business Process, Digital Transformation, Risk Management, Innovation, Strategic Communication, Presentations, Strategic Thinking
Intermediate · Specialization · 3 - 6 Months

Michigan State University
Skills you'll gain: Persona (User Experience), Research Design, Game Design, Design, Animation and Game Design, User Experience Design, Diversity Awareness, Augmented and Virtual Reality (AR/VR), Psychology, User Research, Cultural Sensitivity
Beginner · Course · 1 - 4 Weeks

University of Michigan
Skills you'll gain: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Customer Insights, Analysis, Target Audience, Marketing
Intermediate · Guided Project · Less Than 2 Hours