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.

Tufts University
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Microsoft Excel, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Data Analysis Software, Sampling (Statistics), Analytical Skills, Spreadsheet Software, Statistics, Business Analytics, Python Programming
★ 4.2 (24) · Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: User Interface (UI), Simulation and Simulation Software, Verification And Validation, Electronics, Simulations, Electronic Components, Technical Design, Design Software, Diagram Design, Test Tools, Debugging, Graphical Tools, Design, Computer-Aided Design
Beginner · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: AI Enablement, Business Leadership, Strategic Leadership, AI Product Strategy, Responsible AI, Business Strategy, Decision Intelligence, Generative Adversarial Networks (GANs), Strategic Decision-Making, Data Engineering, Organizational Effectiveness, Deep Learning, Artificial Intelligence, Organizational Development, AI Integrations, Data Ethics, Process Design, Human Centered Design, Data Quality, Data Pipelines
★ 4.7 (21) · Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Education Software and Technology, Test Tools
★ 4.6 (22) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Microsoft Azure, Authorization (Computing), Azure Active Directory, Cloud Infrastructure, Authentications, Cloud Security, IT Security Architecture, Role-Based Access Control (RBAC), Infrastructure Security, Identity and Access Management, System Monitoring, Cloud Computing Architecture, Cloud Management, Active Directory, Data Governance, Enterprise Application Management, Personally Identifiable Information, Security Management, Information Management, Solution Design
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Analysis Software, Data Integration, Predictive Modeling, Advanced Analytics, Debugging, Change Control, Data Validation, Feature Engineering, Analytical Skills, SQL, Report Writing, Data Store, Analysis, Analytics, Finance
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Management, Distributed Denial-Of-Service (DDoS) Attacks, Digital Transformation, Serverless Computing, Containerization, Real Time Data, Data Strategy, Business Transformation, Cloud Infrastructure, Google Cloud Platform, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Cloud Solutions, Information Management, Data Warehousing, Encryption, Cloud Security, Cloud Services, Responsible AI, Cost Management
★ 5 (6) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Stakeholder Management, Stakeholder Communications, Stakeholder Analysis, Stakeholder Engagement, Communication Planning, Strategic Communication, Project Management Institute (PMI) Methodology, Communication Strategies, Expectation Management, Strategic Leadership, Project Management, Customer Analysis, Customer Communications Management, Drive Engagement, Relationship Management, Customer Relationship Building, Change Management, Communication, Data Visualization, Prioritization
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: HubSpot CRM, Customer Relationship Management (CRM) Software, Digital Transformation, Process Optimization, Business Technologies, Customer Relationship Management, Customer Support, Business Transformation, Technology Strategies, Process Improvement, Customer and Client Support, Business Development
★ 4.9 (14) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Package and Software Management, Linux Administration, Command-Line Interface, Linux Servers, Linux, Operating System Administration, Authorization (Computing), Linux Commands, Systems Administration, User Accounts, User Provisioning, Shell Script, Remote Access Systems, Network Security, grep, Network Administration, General Networking, File Management, System Configuration, Software Installation
Mixed · Course · 1 - 3 Months

Skills you'll gain: Corporate Accounting, Capital Markets, Business Mathematics
Beginner · Course · 1 - 4 Weeks

Indian Institute of Technology Guwahati
Skills you'll gain: User Experience Design, User Experience, Human Computer Interaction, User Interface and User Experience (UI/UX) Design, User Centered Design, Usability, User Interface (UI), Interaction Design, User Interface (UI) Design, Design Software
★ 4.3 (12) · Beginner · Course · 1 - 4 Weeks