Courses at Rice University can help you learn data analysis, machine learning techniques, and statistical modeling. You can build skills in programming with Python, interpreting complex datasets, and applying algorithms to solve real-world problems. Many courses introduce tools like TensorFlow for AI projects, R for statistical analysis, and SQL for database management, showing how these skills are applied in various industries, from finance to healthcare.

University of Colorado Boulder
Skills you'll gain: Statistical Hypothesis Testing, Probability & Statistics, Probability, Statistical Inference, Probability Distribution, Statistical Methods, Statistics, Bayesian Statistics, Applied Mathematics, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Modeling, Data Ethics, Descriptive Statistics, Theoretical Computer Science, Data Science, Quantitative Research, Correlation Analysis
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

University of Pennsylvania
Skills you'll gain: AI Personalization, Fraud detection, Big Data, Credit Risk, Risk Management, Digital Transformation, Customer Insights, Machine Learning, Marketing Analytics, AI Enablement, Data-Driven Decision-Making, Applied Machine Learning, Financial Data, Customer experience improvement, Artificial Intelligence, Analytics, Retail Banking, Data Science
Mixed · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Diversity Awareness, Cultural Diversity, Self-Awareness, Leadership, Interpersonal Communications, Emotional Intelligence, Active Listening, Communication, Empathy & Emotional Intelligence, Constructive Feedback, Culture
Beginner · Course · 1 - 4 Weeks

University of Minnesota
Skills you'll gain: Software Development Methodologies, Agile Methodology, Software Engineering, Software Development Life Cycle, Requirements Analysis, Application Deployment, Agile Software Development, Software Architecture, Verification And Validation, Waterfall Methodology, System Requirements, Software Testing, User Requirements Documents
Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Environmental Social And Corporate Governance (ESG), Risk Analysis, Risk Management, Case Studies, Stakeholder Engagement, Business Risk Management, Stakeholder Management, Corporate Sustainability, Governance, Investment Management, Portfolio Management, Diversity and Inclusion, Corporate Strategy, Waste Minimization, Sustainable Business, Investments, Portfolio Risk, Climate Change Adaptation, Equities, Finance
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Keras (Neural Network Library), Applied Machine Learning, Deep Learning, PyTorch (Machine Learning Library), Tensorflow, Text Mining, Data Preprocessing, Embeddings, Classification Algorithms
Intermediate · Course · 1 - 4 Weeks

Nanjing University
Skills you'll gain: Psychology, Child Development, Human Development, Social Sciences, Sociology, Empathy & Emotional Intelligence, Learning Theory, Cultural Diversity, Mental Health Diseases and Disorders, Behavior Management
Mixed · Course · 1 - 3 Months
University of Illinois Urbana-Champaign
Skills you'll gain: Data Storytelling, Data Visualization, Data Literacy, Infographics, Data Collection, Data Quality, Business Analytics, Data Visualization Software, Data-Driven Decision-Making, Analytics, Data Analysis, Communication, Digital Marketing, Health Care
Build toward a degree
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Prompt Engineering, Databricks, Large Language Modeling, Model Deployment, LLM Application, Generative AI, Performance Analysis, Retrieval-Augmented Generation, Generative Model Architectures, Apache Airflow, Workflow Management, Hugging Face, Amazon Bedrock, Vector Databases, Data Lakes, ChatGPT, Extract, Transform, Load, OpenAI, Multimodal Prompts, MLOps (Machine Learning Operations)
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Grammar, English Language, Oral Comprehension, Language Learning
Beginner · Course · 1 - 3 Months

University of Manchester
Skills you'll gain: Analytical Chemistry, Laboratory Techniques, Chemistry, Laboratory Equipment, Vibrations, electromagnetics, Physics, Engineering Analysis, Structural Analysis, Engineering Calculations
Intermediate · Course · 1 - 4 Weeks

University of Washington
Skills you'll gain: Negotiation, Event Planning, Business Correspondence, Business Writing, Business Communication, Verbal Communication Skills, Planning, Proposal Development, Decision Making, Customer Complaint Resolution
Intermediate · Course · 1 - 4 Weeks