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.

Georgia Institute of Technology
Skills you'll gain: Structural Analysis, Probability & Statistics, Structural Engineering, Hydraulics, Statistical Methods, Statistics, Engineering Analysis, Mechanical Engineering, Probability, Engineering, General Mathematics, Probability Distribution, Mechanics, Hydrology, Engineering Calculations, Engineering Practices, Civil Engineering, Applied Mathematics, Algebra, Calculus
Mixed · Course · 1 - 3 Months

Skills you'll gain: Python Programming, Algorithms, Computer Programming, Theoretical Computer Science, Linear Algebra, Mathematics and Mathematical Modeling, Computer Science, Algebra, Object Oriented Programming (OOP), IBM Cloud, Scripting, Probability, Artificial Intelligence and Machine Learning (AI/ML), Data Processing, Mathematical Modeling, Data Structures, Data Manipulation, Probability & Statistics, Applied Mathematics, Software Installation
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Azure Active Directory, Multi-Factor Authentication, Authentications, Microsoft Azure, Active Directory, Identity and Access Management, User Provisioning, Security Controls, Hybrid Cloud Computing, Single Sign-On (SSO), Cloud-Based Integration, User Accounts, System Monitoring
Intermediate · Course · 1 - 4 Weeks

University of Illinois Urbana-Champaign
Skills you'll gain: Big Data, Apache Spark, Data Store, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Cloud Computing, Real Time Data, Databases, Analytics, Deep Learning, Applied Machine Learning, Machine Learning Methods, Statistical Machine Learning, Scalability, Machine Learning
Mixed · Course · 1 - 3 Months

Pontificia Universidad Católica de Chile
Skills you'll gain: Curriculum Development, Course Development, Curriculum Planning, Education and Training, Teaching, Instructional and Curriculum Design, Pedagogy, Instructional Design, Human Learning, Lesson Planning, Interactive Learning, Digital pedagogy, Student-Centred Learning, Instructional Strategies, Learning Theory, Peer Review, Student Engagement, Culture, Social Sciences, Diversity Awareness
Mixed · Course · 1 - 3 Months

EDUCBA
Skills you'll gain: Technical Drawing, Engineering Drawings, Mechanical Drawings, Computer Aided Three-Dimensional Interactive Application (CATIA), Assembly Drawing, 3D Modeling, Mechanical Design, Drafting and Engineering Design, Computer-Aided Design, Visualization (Computer Graphics), Design Software, File Management, Engineering Design Process, Interoperability, User Interface (UI)
Beginner · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Excel Macros, Programming Principles, Visual Basic (Programming Language), Program Development, Object Oriented Programming (OOP), Computer Programming, Debugging, Data Cleansing, Problem Solving, Code Reusability, Spreadsheet Software, Data Management, Automation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Microsoft Copilot, Microsoft 365, Azure Active Directory, Identity and Access Management, Authentications, Microsoft Azure, AI Security, Enterprise Application Management, Responsible AI, Active Directory, User Provisioning, Role-Based Access Control (RBAC), AI Integrations, Security Controls, Enterprise Security, Authorization (Computing), Hybrid Cloud Computing, Single Sign-On (SSO), User Accounts, Zero Trust Network Access
Intermediate · Course · 1 - 4 Weeks

EDHEC Business School
Skills you'll gain: Investment Management, Portfolio Management, Portfolio Risk, Investments, Return On Investment, Asset Management, Financial Management, Risk Modeling, Risk Analysis, Financial Modeling, Process Optimization, Risk Management, Financial Analysis, Python Programming, Simulations, Correlation Analysis
Mixed · Course · 1 - 4 Weeks

Eindhoven University of Technology
Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation
Intermediate · Course · 1 - 3 Months

Università Bocconi
Skills you'll gain: Food and Beverage, Food Services, Global Marketing, Market Dynamics, Business Strategy, Consumer Behaviour, Wholesaling, Value Propositions, Competitive Analysis, Competitive Intelligence, Brand Management, Market Opportunities, Growth Strategies, Branding, Marketing
Mixed · Course · 1 - 3 Months

University of California San Diego
Skills you'll gain: Apache Hadoop, Big Data, Data Analysis, Apache Spark, Data Science, PySpark, File Systems, Analytics, Data Processing, Software Architecture, Distributed Computing, Data Architecture, Performance Tuning, Data Storage, System Configuration, Python Programming
Mixed · Course · 1 - 3 Months