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.

Johns Hopkins University
Skills you'll gain: Game Theory, Cyber Security Strategy, Data-Driven Decision-Making, Decision Intelligence, Cybersecurity, Data Science, Algorithms, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Logistic Regression, SAS (Software), Predictive Analytics, Predictive Modeling, Advanced Analytics, Feature Engineering, Statistical Software, Model Evaluation, Data Analysis, Statistical Analysis, Regression Analysis, Statistical Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Methods, Statistical Hypothesis Testing, Probability & Statistics, Data Transformation, Descriptive Statistics, Graphing
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Parent Communication, Patient Education and Support, Family Support, Patient Advocacy, Care Coordination, Oncology, Special Education, Working With Children, Student Support and Services, Individualized Education Programs (IEP), Discussion Facilitation, Neurology, Patient Communication, Childhood Education and Development, Educational Materials
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Mapping, Middleware, Verification And Validation, Business Process Automation, Process Driven Development, Data Integration, Process Modeling, File Transfer Protocol (FTP), Development Testing, Java, Data Validation, Java Programming, Code Reusability, Configuration Management, Data Persistence, System Configuration, File Management, File I/O
Mixed · Course · 1 - 4 Weeks

Beginner · Course · 1 - 4 Weeks

Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Android Studio, Android Development, Kotlin, Mobile Development, UI Components, Relational Databases, PostgreSQL, Application Design, Database Design, Database Development, Databases, User Interface (UI), Software Design, User Interface (UI) Design, Frontend Performance, Maintainability
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Securities (Finance), Lending and Underwriting, Legal Risk, Risk Analysis, Credit Risk, General Lending, Technical Accounting, Transaction Processing, Investment Management, Accounting Records, Accounting, Revenue Recognition, Law, Regulation, and Compliance, Cash Management, Profit and Loss (P&L) Management, Financial Accounting, General Accounting, Financial Reporting, Compliance Reporting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Lean Manufacturing, Waste Minimization, Lean Methodologies, Supplier Management, Quality Control, Quality Management, Quality Improvement, Production Management, Production Process, Quality Assurance and Control, Operational Efficiency, Workflow Management, Production Schedule, Production Line, Supplier Relationship Management, Inventory Control, Process Improvement, Continuous Improvement Process, Facility Management, Facility Repair And Maintenance
Beginner · Course · 1 - 3 Months

Skills you'll gain: Integrated Development Environments, UI Components, User Interface (UI), Jupyter, Development Environment, Application Development, Program Development, Python Programming, Event-Driven Programming, Test Case, Mathematical Software, Interactive Design, Computational Logic
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Code Reusability, Object Oriented Programming (OOP), Jupyter, Computer Programming, Python Programming, Electrical and Computer Engineering, Program Development, Simulation and Simulation Software, Computational Logic, Hardware Design, Electronic Systems, Simulations, Process Modeling, Programming Principles
Beginner · Guided Project · Less Than 2 Hours