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.

Tsinghua University
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Computer Programming, Computer Science
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Apache Spark, PySpark, Databricks, Data Processing, Big Data, Apache, Real Time Data, Model Training, Python Programming, Model Evaluation, Data Manipulation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing
Intermediate · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations
Beginner · Course · 1 - 3 Months

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

Skills you'll gain: File I/O, Data Import/Export, Java Programming, Java, Programming Principles, Computer Programming, Data Structures, File Systems, File Management, Data Store, Computer Science
Beginner · Course · 1 - 4 Weeks

The Chinese University of Hong Kong
Skills you'll gain: Language Interpretation, Translation, and Studies, Ancient History, Liberal Arts, Language Learning, Language Competency, Literacy
Mixed · Course · 1 - 3 Months

Skills you'll gain: Advanced Analytics, Budget Management, Hotel And Restaurant Management, Hospitality Management, Budgeting, Financial Forecasting, Hospitality, Variance Analysis, Forecasting, Hotel Operations, Operating Budget, Corporate Sustainability, Revenue Management, Sustainable Business, Financial Analysis, Performance Analysis, Sustainability Reporting, Analysis, Performance Metric, Strategic Decision-Making
Beginner · Course · 1 - 3 Months

Amazon Web Services
Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Fine-tuning, Performance Measurement, Performance Improvement, Business Analysis, Application Deployment, Model Evaluation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Quality Management, Organizational Structure, Organizational Effectiveness, Organizational Development, Quality Improvement, Quality Management Systems, Process Design, Continuous Quality Improvement (CQI), Organizational Strategy, Organizational Change, Employee Engagement, Operational Excellence, Motivational Skills, Operational Efficiency, Process Management, Human Resource Strategy, Workforce Management, Productivity, Workforce Planning, Systems Thinking
Mixed · Course · 1 - 4 Weeks

Macquarie University
Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Habit Formation, Stress Management, Positivity, Personal Care, Mindfulness, Meditation & Breathwork, Preventative Care, Mental and Behavioral Health, Behavioral Health, Personal Development, Self-Motivation, Behavioral Management, Self-Awareness, Mental Health, Resilience, Behavior Management, Assertiveness
Beginner · Course · 1 - 4 Weeks

Microsoft
Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), System Monitoring, Data Ethics, AI Security, AI literacy, Large Language Modeling, Responsible AI, AI Integrations, LLM Application, Artificial Intelligence, AI Enablement, Microsoft Copilot, Threat Detection, Machine Learning
Intermediate · Course · 1 - 4 Weeks