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.
Alberta Machine Intelligence Institute
Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Business Ethics, Generative AI, Ethical Standards And Conduct, AI Security, Law, Regulation, and Compliance, Regulatory Compliance, Regulatory Requirements, Governance, Information Privacy, Regulation and Legal Compliance, Accountability, Data Security
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Azure DevOps, Azure DevOps Pipelines, DevOps, Agile Methodology, Collaborative Software, Devops Tools, Microsoft Azure, Software Development, Application Performance Management
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Vulnerability Management, Penetration Testing, Vulnerability Scanning, Vulnerability Assessments, Intrusion Detection and Prevention, Security Testing, Network Security, Threat Management, Cyber Security Assessment, System Testing, Security Strategy, Firewall, Cybersecurity, Cloud Security, Exploitation techniques, Microsoft Azure, Virtual Private Networks (VPN), Command-Line Interface
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: International Financial Reporting Standards, Financial Reporting, Fixed Asset, Depreciation, Technical Accounting, Asset Management, Financial Accounting, Compliance Reporting, Accounting, Income Statement
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Flask (Web Framework), Application Deployment, Web Applications, Application Frameworks, Hypertext Markup Language (HTML), Application Development, Web Development, HTML and CSS, Python Programming
★ 4.5 (16) · Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Interactive Data Visualization, Data Visualization Software, Computer Graphics, Computer Graphic Techniques, Graphic and Visual Design, Typography, Visual Design, Design, Python Programming, Analytical Skills
Mixed · Course · 1 - 4 Weeks
University of Michigan
Skills you'll gain: Data Quality, Data Integrity, Data Validation, Quality Assurance, Data Collection, Data Processing, Data Preprocessing, Data Analysis, Verification And Validation, Data Access, Design Strategies
★ 5 (8) · Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Succession Planning, Strategic Leadership, Organizational Strategy, Workforce Planning, Program Implementation, Talent Management, Plan Execution, Business Planning, Organizational Change, Business Continuity, Talent Pipelining, Leadership Development, People Development, Continuous Improvement Process, People Analytics, Program Evaluation, Leadership, Change Management, Performance Metric, Employee Performance Management
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Organizational Strategy, Strategic Thinking, Strategic Leadership, Business Strategy, Consulting, Stakeholder Management, Business Management, Strategic Decision-Making, Management Consulting, Strategic Planning, Stakeholder Analysis, Corporate Strategy, Stakeholder Engagement, Plan Execution, Systems Thinking, Business Ethics, Consultative Approaches, Entrepreneurship, Decision Making
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Creative Thinking, Creativity, Innovation, Creative Problem-Solving, Conflict Management, Team Leadership, Team Performance Management, Collaboration, Organizational Leadership, Team Collaboration, Leadership, Organizational Structure, Organizational Strategy, Diversity and Inclusion, Diversity Awareness, Decision Making
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Retrieval-Augmented Generation, Generative Model Architectures, Generative AI, LangChain, Software Design Patterns, Vector Databases, LLM Application, Embeddings, Large Language Modeling, AI Workflows, Model Evaluation, Performance Tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Data Science, Statistical Inference, Machine Learning Methods, Data Visualization, Pandas (Python Package), Probability & Statistics, Statistical Methods, Statistics, Regression Analysis, Applied Machine Learning, Interactive Data Visualization, Apache Hadoop, Big Data, Machine Learning Algorithms, Data Analysis, Python Programming, Data Mapping, Object Oriented Programming (OOP), JavaScript Frameworks, HTML and CSS
Intermediate · Course · 1 - 3 Months