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.

Universitat Autònoma de Barcelona
Skills you'll gain: Empathy & Emotional Intelligence, Liberal Arts, Social Sciences, Culture, Psychology, Anthropology, Artificial Intelligence, Human Computer Interaction, Robotics, Research
★ 4.4 (524) · Beginner · Course · 1 - 3 Months

Skills you'll gain: Responsible AI, Microsoft Azure, Artificial Intelligence, Data Ethics, Image Analysis, Natural Language Processing, Computer Vision, AI literacy, AI Security, Applied Machine Learning, AI Workflows, No-Code Development, Model Deployment, Machine Learning
★ 4.4 (34) · Beginner · Course · 1 - 4 Weeks

University of Pennsylvania
Skills you'll gain: Customer experience strategy (CX), Brand Strategy, Branding, Customer experience improvement, Marketing Strategies, Brand Loyalty, Cross-Channel Marketing, Global Marketing, Market Trend, Consumer Behaviour, Competitive Analysis, Innovation, E-Commerce, Corporate Sustainability
★ 4.8 (295) · Beginner · Course · 1 - 4 Weeks

Universidade de São Paulo
Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Machine Learning Methods, Applied Machine Learning, Classification Algorithms, Model Training, Model Optimization
★ 4.5 (22) · Intermediate · Course · 1 - 3 Months

University of Michigan
Skills you'll gain: Community Organizing, Social Justice, Community Development, Community and Social Work, Diversity Awareness, Social Work, Discussion Facilitation, Community Outreach, Intercultural Competence, Social Impact, Cultural Diversity, Interpersonal Communications, Conflict Management, Diversity Equity and Inclusion Initiatives, Program Evaluation, Persuasive Communication
★ 4.8 (326) · Beginner · Course · 1 - 3 Months

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

Macquarie University
Skills you'll gain: Data Presentation, Data Storytelling, Data Ethics, SAS (Software), Business Analytics, Dashboard Creation, Data Visualization Software, Dashboard, Analytics, Demand Planning, Probability & Statistics, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Forecasting, Trend Analysis, Histogram, Statistical Methods, Business Ethics
★ 4.6 (465) · Mixed · Course · 1 - 3 Months

Johns Hopkins University
Skills you'll gain: Graphing, Data Analysis, R (Software), R Programming, General Mathematics, Mathematical Modeling, Algebra, Mathematical Software, Applied Mathematics, Calculus, Business Mathematics
★ 4.7 (224) · Beginner · Course · 1 - 4 Weeks

National Taiwan University
Skills you'll gain: Professionalism, Oral Expression, Knowledge Transfer, Verbal Communication Skills, Professional Development, Emotional Intelligence, Communication, Initiative and Leadership, Literacy, Business Communication, Proactivity, Communication Strategies, Personal Attributes, Collaboration, Intercultural Competence, Interpersonal Communications, Executive Presence, Lifelong Learning, Self-Awareness, Liberal Arts
★ 4.8 (431) · Mixed · Course · 1 - 3 Months
Rice University
Skills you'll gain: Portfolio Management, Investment Management, Performance Measurement, Portfolio Risk, Performance Analysis, Return On Investment, Investments, Financial Market, Financial Analysis, Risk Analysis, Wealth Management, Analysis, Benchmarking
★ 4.2 (280) · Mixed · Course · 1 - 4 Weeks
University of Glasgow
Skills you'll gain: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Medical Privacy, Machine Learning Methods, Data Loss Prevention, Information Privacy, Health Equity, Decision Support Systems, Predictive Modeling, Human Centered Design, Data Security
Intermediate · Course · 1 - 4 Weeks

Rice University
Skills you'll gain: Data Processing, Data Manipulation, Data Dictionary, Data Wrangling, File I/O, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Mapping, Data Storage, Data Management
★ 4.7 (894) · Beginner · Course · 1 - 4 Weeks