Supervised learning courses can help you learn regression analysis, classification techniques, and model evaluation methods. You can build skills in feature selection, hyperparameter tuning, and understanding bias-variance tradeoff. Many courses introduce tools like Python libraries such as scikit-learn and TensorFlow, that support implementing algorithms and analyzing data.

Columbia University
Skills you'll gain: Higher Education, Personal Development, Self-Awareness, Goal Setting, Lifelong Learning, Decision Making, Adult Education, Planning, Student Support and Services, Resourcefulness, Research, Ability To Meet Deadlines, Relationship Building, Organizational Skills
Beginner · Course · 1 - 3 Months

New York University
Skills you'll gain: Research Design, Research, Experimentation, Clinical Trials, Clinical Research Ethics, Science and Research, Scientific Methods, Program Evaluation, Statistical Methods, Public Health and Disease Prevention
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Alteryx, Predictive Modeling, People Analytics, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Scripting Languages, R (Software), Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Employee Retention, Machine Learning
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Middleware, File Transfer Protocol (FTP), Oracle Databases, Data Integration, Enterprise Application Management, Integration Testing, Systems Integration, System Testing, Data Import/Export, File Management, System Configuration
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: AI Product Strategy, Product Management, Commercialization, Model Training, Technical Product Management, Product Lifecycle Management, Design and Product, Model Deployment, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Product Strategy, Product Design, Infrastructure Architecture, Responsible AI, AI literacy, Digital Transformation, Team Performance Management, Data-Driven Decision-Making, Deep Learning
Beginner · Course · 3 - 6 Months

Skills you'll gain: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Machine Learning Algorithms, Pandas (Python Package), Data Analysis, AI Personalization, Data Manipulation
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Empathy & Emotional Intelligence, Empathy, Emotional Intelligence, Tenacity, Goal Setting, Overcoming Obstacles, Mindfulness, Productivity, Optimism, Positivity, Compassion, Growth Mindedness, Resilience, Persistence, Self-Awareness, Smart Goals, Time Management, Personal Development, Stress Management, Active Listening
Beginner · Specialization · 3 - 6 Months

Board Infinity
Skills you'll gain: AI Workflows, Agentic Workflows, LangGraph, AI Orchestration, Agentic systems, Generative AI Agents, LangChain, LLM Application, AI Integrations, Software Architecture, Systems Architecture, Software Design, Data Validation, Data Persistence, Context Management, Scalability, Systems Integration, Memory Management
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Backlogs, User Feedback, Agile Product Development, Scrum (Software Development), Product Improvement, Sprint Planning, Product Management, Customer Insights, Agile Methodology, Process Validation, Agile Project Management, Product Development, Agile Software Development, Product Planning, Product Strategy, Project Management, Performance Measurement, Prioritization, Continuous Improvement Process, Business Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Visualization, Data Storytelling, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Business Analysis, Data Wrangling, Case Studies, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
Beginner · Guided Project · Less Than 2 Hours
Chris Croft Training
Skills you'll gain: Cost Reduction, Cost Control, Cash Management, People Management, Entrepreneurship, Operating Cost, Business, Business Leadership, Business Operations, Brand Loyalty, Leadership Development, Price Negotiation, Business Management, Business Administration, Business Planning, Business Strategy, Leadership and Management, Initiative and Leadership, Gross Profit, Entrepreneurial Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Prompt Engineering Tools, AI Enablement, Strategic Leadership, Initiative and Leadership, Strategic Thinking, Decision Intelligence, Data Ethics, Business Priorities
Beginner · Course · 1 - 4 Weeks