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.

Arizona State University
Skills you'll gain: Lesson Planning, Teaching, Differentiated Instruction, Instructional Strategies, Curriculum Planning, Education and Training, Peer Review, Educational Materials, Instructional Design, Pedagogy, Student Engagement, Community Outreach, Parent Communication, English Language, Language Learning, Writing
Mixed · Course · 1 - 3 Months

Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Computer Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: MySQL, Data Migration, Google Cloud Platform, Operational Databases, Database Administration, Virtual Private Networks (VPN), Database Management, Data Import/Export
Advanced · Project · Less Than 2 Hours

Skills you'll gain: Portfolio Risk, Risk Management, Portfolio Management, Investment Management, Hedge Accounting, Risk Analysis, Credit Risk, Futures Exchange, Financial Trading, Investments, Financial Market, International Finance, Securities Trading, Mergers & Acquisitions, Market Opportunities, Fund Accounting, Market Analysis, Trend Analysis
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Programmable Logic Controllers, Computational Logic, Code Reusability, Data Structures, Diagram Design, Dataflow, Microsoft Azure, Automation, Program Development, Performance Tuning, Data Management, System Configuration, Interactive Data Visualization, Data Integration, Functional Design, Fine-tuning, Communication, Simulations
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Unity Engine, Video Game Development, Computer Graphics, Performance Tuning, Visualization (Computer Graphics), Software Visualization, Computer Graphic Techniques, Code Reusability, Maintainability, C# (Programming Language), Computational Logic, Geometry, Design
Advanced · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Interactive Data Visualization, Interactive Design, Programming Principles, Visualization (Computer Graphics), Python Programming, Graphic and Visual Design, Event-Driven Programming, Digital Design, Computer Graphics, Computational Logic, Computer Graphic Techniques, Computational Thinking, File I/O, Data Structures, Animations, Image Analysis
Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Mining, Data Cleansing, Transaction Processing, Unsupervised Learning, Data Preprocessing, R Programming, Data Analysis, Market Analysis, Data Visualization, Data Manipulation, Model Training, Statistical Visualization, Data Quality, Consumer Behaviour, Model Optimization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Azure Active Directory, Microsoft Azure, Cyber Security Policies, Cloud Security, Firewall, Cyber Attacks, Cybersecurity, Malware Protection, Cyber Threat Intelligence, Identity and Access Management, Network Security, Endpoint Detection and Response, Threat Management, Endpoint Security, Security Information and Event Management (SIEM), Threat Detection, Security Controls, Intrusion Detection and Prevention, Event Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Human Machine Interfaces, Network Protocols, Communication Systems, System Configuration, Remote Access Systems, Automation, Web Servers, Scripting, System Monitoring, Systems Integration, Authorization (Computing), Algorithms, Data Structures
Advanced · Course · 3 - 6 Months

Skills you'll gain: Software Development Methodologies, Scheduling, Stakeholder Engagement, Scope Management, Team Management, Project Schedules, Systems Development Life Cycle, Stakeholder Management, Agile Software Development, Team Performance Management, Project Scoping, Project Management, Project Risk Management, Change Control, Team Leadership, Organizational Leadership, Risk Management, Timelines, Project Management Life Cycle, Agile Project Management
Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Model Training, Amazon Web Services, Cloud Deployment, Computer Vision, Cloud Computing, Machine Learning
Beginner · Guided Project · Less Than 2 Hours