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 Colorado Boulder
Skills you'll gain: Mental Health, Mindfulness, Community Health, Social Justice, Health Disparities, Health Equity, Stress Management, Public Health, Public Health and Disease Prevention, Social Determinants Of Health, Infectious Diseases, Media and Communications, Social Sciences, Liberal Arts, Mental Health Diseases and Disorders, Diversity Awareness, Social Impact, Learning Strategies, Biology, Health Care
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Business Strategy, Business Strategies, Organizational Strategy, Strategic Leadership, Business Management, Strategic Decision-Making, Corporate Strategy, Business Leadership, Decision Making, Strategic Planning, Strategic Thinking, Competitive Analysis, Organizational Change, Strategic Partnership, Growth Strategies, Business Ethics, Change Management, Goal Setting
Mixed · Course · 1 - 3 Months

Skills you'll gain: Apache Cassandra, Query Languages, Database Development, Data Maintenance, Data Modeling, Java Programming, Data Store, Enterprise Application Management, Data Manipulation, Back-End Web Development, Distributed Computing, Data Access, Full-Stack Web Development, Transaction Processing, Program Development, Business Logic, Application Design, Performance Tuning, Data Integrity, Data Management
Beginner · Specialization · 1 - 3 Months

Illinois Tech
Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Virtual Networking, Data Centers, Virtual Local Area Network (VLAN), Data Storage Technologies, Data Storage, Data Infrastructure, Servers, Virtual Reality, Memory Management, Network Switches, iSCSI Configuration, Remote Access Systems, Computer Hardware
Build toward a degree
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Embeddings, Natural Language Processing, Text Mining, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Generative AI, Generative Model Architectures, Responsible AI, Google Cloud Platform, Machine Learning, Data Access, Business Solutions, Data Quality, Data Literacy
Beginner · Course · 1 - 4 Weeks

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

Skills you'll gain: Learning Management Systems, Web Content Accessibility Guidelines, Educational Materials, Instructional Design, Education Software and Technology, Test Tools
Beginner · Guided Project · Less Than 2 Hours

Logical Operations
Skills you'll gain: Dynamic Host Configuration Protocol (DHCP), Local Area Networks, Network Protocols, Network Administration, TCP/IP, Wireless Networks, General Networking, Network Architecture, Network Infrastructure, System Configuration, Computer Networking
Mixed · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Data Science, Data Strategy, Data Literacy, Data Management, Organizational Effectiveness, Project Design, Statistics, Machine Learning
Mixed · Course · 1 - 4 Weeks

University of Huddersfield
Skills you'll gain: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Model Optimization, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Inventory and Warehousing, Warehousing, Warehouse Management, Retail Store Operations, Warehouse Operations, Procurement, Reverse Logistics, Logistics Management, Strategic Sourcing, Inventory Control, Logistics, Supply Chain, Supplier Relationship Management, Supply Chain Management, Order Fulfillment, Customer Service, Operations, Barcoding, Loyalty Programs, Relationship Management
Mixed · Course · 1 - 3 Months