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 Michigan
Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Higher Education, Program Evaluation, International Relations, Systems Thinking, Teaching, Visionary, Policy Analysis, Leadership, Community Development, Empowerment, Instructional Design, Social Justice, Collaboration, Leadership and Management, Critical Thinking
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Cloud Development, Microsoft Azure, Software Development, Cloud Deployment, Cloud Applications, Application Deployment, Design Strategies, Data Storage
Intermediate · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Business Strategy, Strategic Thinking, Customer Analysis, Strategic Planning, Strategic Marketing, Organizational Strategy, Growth Strategies, Competitive Analysis, Business Planning, Market Analysis, Strategic Decision-Making, Value Propositions, Analysis, Innovation
Beginner · Course · 1 - 3 Months

LearnKartS
Skills you'll gain: Active Listening, Verbal Communication Skills, Communication, Communication Strategies, Emotional Intelligence, Public Speaking, Persuasive Communication, Business Communication, Non-Verbal Communication, Conflict Management, Teamwork, Adaptability
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Building Codes, Construction, Safety Training, Construction Inspection, Safety Assurance, Safety Standards, Building Services Engineering, Building Design, Facility Management and Maintenance, Hazard Analysis, Electrical Systems, HVAC, Control Systems, Design Specifications, Hydraulics, Systems Integration
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Dataflow, Google Cloud Platform, Apache Kafka, Data Lakes, Data Pipelines, Extract, Transform, Load, Data Infrastructure, Real Time Data, Unstructured Data, Tensorflow, Data Architecture, MLOps (Machine Learning Operations), Big Data, Data Governance, Data Warehousing, Data Migration, Apache Spark, Data Processing, Data Quality, Model Deployment
Intermediate · Professional Certificate · 3 - 6 Months

University of Cape Town
Skills you'll gain: Data Import/Export, Box Plots, Jupyter, Statistical Analysis, Data Visualization, Scientific Visualization, Exploratory Data Analysis, Descriptive Statistics, Data Manipulation, Numerical Analysis, Computer Programming, Statistical Hypothesis Testing, Mathematical Modeling, Package and Software Management
Beginner · Course · 1 - 4 Weeks

Codio
Skills you'll gain: User Accounts, Unix Commands, Unix, Command-Line Interface, OS Process Management, File Systems, Linux, Ubuntu, Linux Commands, Operating Systems, Systems Administration, Shell Script, File Management
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Design Thinking, User Research, Wireframing, Augmented and Virtual Reality (AR/VR), Emerging Technologies, Prototyping, Software Development Life Cycle
Beginner · Course · 1 - 4 Weeks

University of London
Skills you'll gain: Business Ethics, Global Marketing, Social Sciences, International Relations, Business, Political Sciences, Corporate Sustainability, Intercultural Competence, Business Strategy, Cultural Diversity, Business Risk Management, Economics
Beginner · Course · 1 - 4 Weeks

DeepLearning.AI
Skills you'll gain: Tensorflow, Deep Learning, Data Compilation, Data Preprocessing, Artificial Neural Networks, Model Evaluation, Performance Tuning, Machine Learning Algorithms, Machine Learning
Beginner · Course · 1 - 4 Weeks

Duke University
Skills you'll gain: Digital Transformation, Agile Product Development, Market Trend, Operational Efficiency, Strategic Thinking, Customer Insights, Customer experience strategy (CX), Innovation, Market Opportunities, Business Strategy, Customer Engagement, Technology Strategies, New Product Development, Business Modeling, Business Technologies, Organizational Change, Business Strategies, Business Transformation, Competitive Analysis, Customer Analysis
Intermediate · Specialization · 1 - 4 Weeks