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.

Skills you'll gain: Software Testing, Software Quality Assurance, Acceptance Testing, System Testing, Functional Testing, Software Quality (SQA/SQC), Quality Assurance, Behavior-Driven Development, Unit Testing, Verification And Validation, Test Tools, Test Planning, Integration Testing, User Acceptance Testing (UAT), Test Case, Software Development Life Cycle, Systems Development Life Cycle, User Story, Development Environment, Quality Control
★ 4.9 (7) · Beginner · Course · 1 - 3 Months
Madecraft
Skills you'll gain: Scrum (Software Development), Sprint Planning, Backlogs, Sprint Retrospectives, Agile Project Management, Agile Software Development, Agile Methodology, Agile Product Development, Meeting Facilitation, Accountability, Teamwork, Team Oriented, Service Improvement, Goal Setting, Planning, Prioritization, Product Design, Discussion Facilitation, Adaptability
Beginner · Course · 1 - 3 Months

Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Amazon S3, Infrastructure as Code (IaC), AWS CloudFormation, Amazon Redshift, Cloud Management, Identity and Access Management, Cloud Security, AWS Kinesis, Amazon Web Services, Extract, Transform, Load, Data Security, Cloud Storage, Business Intelligence Software, Business Intelligence, Data Warehousing, Big Data, Security Management, Security Strategy
Intermediate · Specialization · 1 - 3 Months

Columbia University
Skills you'll gain: Construction, Business Transformation, Innovation, Architecture and Construction, Construction Management, Organizational Change, Workforce Development, General Construction and Construction Labor, Emerging Technologies, Digital Transformation, Thought Leadership, Sustainable Design, Climate Change Adaptation, Machine Learning
★ 4.8 (411) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Data Analysis Expressions (DAX), Power BI, Data Visualization, Interactive Data Visualization, Debugging, AI Workflows, Model Optimization, Business Logic, Performance Tuning, Text Mining, AI Integrations, Complex Problem Solving, Context Management, Data Modeling, Dependency Analysis, Data Analysis, Analytical Skills, Business Analysis, Business Metrics, Business Operations
Advanced · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Google Gemini, Gemini, Google Cloud Platform, Generative AI, Prompt Engineering, Virtual Networking, Network Planning And Design, AI Enablement, Network Engineering, Network Architecture
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming
★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

Sage Publications
Skills you'll gain: Intercultural Competence, Virtual Teams, Business Ethics, Cultural Diversity, Organizational Structure, Cultural Responsiveness, Diversity Programs, Diversity Awareness, Culture, Cross-Functional Collaboration, Cultural Sensitivity, Business Management, Leadership Studies, Communication Strategies, Organizational Leadership, People Management, Ethical Standards And Conduct, Diversity and Inclusion, Stakeholder Management, Case Studies
Intermediate · Specialization · 1 - 3 Months

Multiple educators
Skills you'll gain: AI literacy, Retrieval-Augmented Generation, AI powered creativity, Vibe coding, Problem Solving, AI Enablement, AI Personalization, Ideation, Multimodal Prompts, Productivity Software, Generative AI, Communication Strategies, Responsible AI, Business Communication, Productivity, Project Planning, Planning, Business Planning, Project Management, Business
★ 4.6 (126) · Beginner · Specialization · 1 - 3 Months
University of Toronto
Skills you'll gain: Computer Programming, Data Structures, Test Automation, Programming Principles, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Tools, Test Case, Software Testing
★ 4.6 (732) · Mixed · Course · 1 - 3 Months

Stanford Online
Skills you'll gain: Compassion, Interpersonal Communications, Social Justice, Empathy, Philanthropy, Relationship Building, Social Impact, Liberal Arts, Community Organizing, Advocacy, Social Work, Culture, Social Sciences, Community and Social Work, Cultural Diversity, Creativity, Psychology, Performing Arts, Ethical Standards And Conduct, Neurology
★ 4.7 (430) · Beginner · Course · 1 - 3 Months

28DIGITAL
Skills you'll gain: AI Personalization, Applied Machine Learning, Dimensionality Reduction, Machine Learning Methods, Machine Learning Algorithms, Feature Engineering, Model Optimization, Model Training, Machine Learning, Model Evaluation, Algorithms, Context Management
★ 3.8 (23) · Intermediate · Course · 1 - 3 Months