Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

University of Houston
Skills you'll gain: Multilingualism, Language Competency, Language Learning, Non-Verbal Communication, Neurology, Human Development, Psychology, Science and Research, Experimentation
Mixed · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Security Engineering, Information Systems Security, Wireless Networks, Infrastructure Security, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Telecommunications, Network Protocols, Market Opportunities, Automation, Emerging Technologies, Embedded Systems, Cloud Deployment, Software-Defined Networking, Market Intelligence
Build toward a degree
Intermediate · Course · 1 - 3 Months

Microsoft
Skills you'll gain: Data Lakes, Data Analysis Expressions (DAX), Data Warehousing, Data Pipelines, Data Architecture, Star Schema, Microsoft Azure, Dataflow, Extract, Transform, Load, Dependency Analysis, Power BI, Transaction Processing, Transact-SQL, Change Control, PySpark, Capacity Management, Information Management, Real Time Data, Business Intelligence, Microsoft Power Platform
Advanced · Professional Certificate · 3 - 6 Months

Skills you'll gain: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Plot (Graphics), Seaborn, Matplotlib, Statistical Visualization, Cloud Computing, Jupyter, Dimensionality Reduction, Data Science, Unsupervised Learning, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Python Programming, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours

Universidad Nacional de Colombia
Skills you'll gain: Care Coordination, Communication Strategies, Health Care, Needs Assessment, Recognizing Others, Patient Observation, Health Assessment, Organizational Skills, Empathy & Emotional Intelligence
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Restful API, CI/CD, Model View Controller, ASP.NET, Cloud Infrastructure, Continuous Deployment, Load Balancing, OAuth, Continuous Integration, Continuous Delivery, Cloud Computing, Cloud Applications, Cloud Deployment, Application Deployment, Cloud Computing Architecture, API Design, Web Applications, Web Development, .NET Framework, Microservices
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Containerization, Kubernetes, Cloud-Native Computing, Node.JS, Distributed Computing, Load Balancing, Scalability, Microservices, API Gateway, Redis, Cloud Deployment, Systems Architecture, Software Architecture, Web Applications, Event-Driven Programming, Javascript, Maintainability, Performance Tuning, OS Process Management, Development Testing
Advanced · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: User Interface (UI), UI/UX Research, Prototyping, User Research, User Interface and User Experience (UI/UX) Design, AI Personalization, UI/UX Strategy, User Experience, User Flows, AI powered creativity, Design Research, User Interface (UI) Design, Usability, Figma (Design Software), Web Content Accessibility Guidelines, Data Storytelling, Journey Mapping, Generative AI, User Experience Design, Artificial Intelligence and Machine Learning (AI/ML)
Intermediate · Specialization · 1 - 3 Months

Sage Publications
Skills you'll gain: Social Media Strategy, Digital Media Strategy, Paid media, Social Media Marketing, Social Media, Social Media Management, Social Media Content, Service Recovery, Social Media Analytics, Marketing Communications, Digital Marketing, Employee Engagement, Earned Media, Marketing, Consumer Behaviour, Customer Complaint Resolution, Brand Management, Brand Loyalty, Drive Engagement, Content Creation
Beginner · Course · 3 - 6 Months

Coursera
Skills you'll gain: Target Audience, Email Marketing, Customer Analysis, Marketing Automation, Customer Relationship Management (CRM) Software, Customer Engagement, Campaign Management, Marketing Strategy and Techniques, Loyalty Programs, Driving engagement, Email Automation, Data-Driven Marketing, Customer Insights, Marketing Operations, Customer Retention, Marketing Planning
Beginner · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Regression Analysis, Risk Modeling, Estimation, Sampling (Statistics), Risk Management, Statistical Analysis, Analysis, Decision Making, Statistical Inference, Risk Analysis, Statistics, Data-Driven Decision-Making, Forecasting, Bayesian Statistics, Strategic Decision-Making, Business Metrics, Cost Estimation, Business Analysis, Problem Solving, Business Strategy
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: A/B Testing, Sampling (Statistics), Data Analysis, Analytics, Statistics, Descriptive Statistics, Statistical Analysis, Statistical Hypothesis Testing, Probability & Statistics, Advanced Analytics, Probability Distribution, Data Science, Statistical Inference, Statistical Programming, Statistical Methods, Probability, Python Programming
Advanced · Course · 1 - 3 Months