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: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Marketing Analytics, Data-Driven Marketing, Classification Algorithms, Model Optimization, Model Training, Marketing, Fine-tuning
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Improvement Process, Performance Improvement, Project Risk Management, Process Improvement, Quality Improvement, Risk Management, Process Improvement and Optimization, Risk Analysis, Operational Performance Management, Process Management, Performance Measurement, Quality Management, Risk Management Framework, Process Analysis, Performance Management, Process Capability, Process Validation, Risk Mitigation, Process Development, Project Management
Mixed · Course · 1 - 4 Weeks
Alberta Machine Intelligence Institute
Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science
Beginner · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Tenacity, Storytelling, Persistence, Personal Development, Overcoming Obstacles, Growth Mindedness, Resilience, Self-Awareness, Mental Health, Community Development, Lifelong Learning, Relationship Building, Goal Setting
Beginner · Course · 1 - 3 Months

Skills you'll gain: Risk Management Framework, Governance Risk Management and Compliance, Risk Modeling, Risk Analysis, Financial Analysis, Financial Market, Financial Trading, Cyber Governance, Risk Management, Bank Regulations, Financial Regulations, Financial Systems, Operational Risk, Analysis, Financial Services, Hedge Accounting, Performance Stress Testing, Business Continuity, Governance, Capital Budgeting
Beginner · Specialization · 3 - 6 Months

Stanford University
Skills you'll gain: Diversity Awareness, Child Welfare, Pediatrics, Cultural Sensitivity, Working With Children, Family Support, Toileting, Human Development, Mental Health, Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Health Equity, Child Development, Parent Communication, Child Health, Sociology, Health Disparities, Healthcare Ethics, Medical Support, Public Health
Beginner · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Unity Engine, Data Structures, C# (Programming Language), Video Game Development, Data Storage, C and C++, Game Design, Computer Programming, Programming Principles, Computational Logic
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Earned Value Management, Project Performance, Cost Management, Project Controls, Variance Analysis, Budget Management, Performance Metric, Project Estimation, Cost Estimation, Cost Control, Performance Analysis, Analysis, Forecasting, Performance Measurement, Issue Tracking
Mixed · Course · 1 - 4 Weeks
Dassault Systèmes
Skills you'll gain: 3D Modeling, Mechanical Engineering
Beginner · Specialization · 3 - 6 Months

University of California, Irvine
Skills you'll gain: Predictive Modeling, Predictive Analytics, Regression Analysis, Decision Tree Learning, Supervised Learning, Logistic Regression, Descriptive Analytics, Model Training, Machine Learning, Model Evaluation, Classification Algorithms, Unsupervised Learning
Intermediate · Course · 1 - 4 Weeks

Northwestern University
Skills you'll gain: Robotics, Mathematical Software, Simulation and Simulation Software, Mathematical Modeling, Mechanical Engineering, Numerical Analysis, Simulations, Mechanics, Algorithms, Torque (Physics), Control Systems, Applied Mathematics
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
Beginner · Course · 1 - 4 Weeks