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.

HubSpot Academy
Skills you'll gain: Sales Management, Sales Enablement, HubSpot CRM, Data Visualization, Prospecting and Qualification, Sales Presentations, Persona Development, Sales Process, Inside Sales, Sales Strategy, Lead Generation, Sales Development, Employee Onboarding, Service Level Agreement, Sales Pipelines, Sales Prospecting, Sales, Employee Coaching, Target Audience, Customer Success Management
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Debugging, Integrated Development Environments, Data Validation, Web Applications, Scripting, Development Environment, Object Oriented Programming (OOP), Django (Web Framework), Software Testing, Web Development, Customer Data Management, Data Structures, Program Development, Scripting Languages, Business Logic, Financial Data, User Interface (UI), Python Programming, Software Development Methodologies, Programming Principles
Intermediate · Specialization · 1 - 3 Months

University of Michigan
Skills you'll gain: Statistics, Data Analysis, Statistical Programming, Descriptive Statistics, Exploratory Data Analysis, Python Programming
Intermediate · Course · 1 - 4 Weeks

The University of Tokyo
Skills you'll gain: Lesson Planning, Teaching, Program Evaluation, Curriculum Development, Graphic Design, Instructional Design, Student Engagement, Cooperation, Constructive Feedback, Analysis, Time Management
Beginner · Course · 1 - 4 Weeks

Northeastern University
Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Computer Programming, Development Environment, Software Installation, Scripting, Scripting Languages, Debugging, Program Development, Integrated Development Environments, Data Manipulation
Beginner · Course · 1 - 3 Months

Skills you'll gain: Project Design, Program Management, Diagram Design, Work Breakdown Structure, Project Scoping, Workflow Management, Project Management, Sprint Planning, Agile Methodology, Process Development, Risk Management
Intermediate · Guided Project · Less Than 2 Hours

Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Recognizing Others, Team Leadership, Employee Coaching, Team Motivation, Constructive Feedback, Team Management, Expectation Management, Leadership, Professional Development, Internal Communications, Employee Engagement, Communication Strategies, Storytelling, Mindfulness
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Java Programming, Java, Record Keeping
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Animations, Multimedia, Creativity, Content Creation
Beginner · Guided Project · Less Than 2 Hours

Johns Hopkins University
Skills you'll gain: Business Ethics, Critical Thinking, Critical Thinking and Problem Solving, Organizational Leadership, Leadership Development, Team Performance Management, Team Leadership, Team Motivation, Leadership and Management, Business Leadership, Leadership, Professional Development, Peer Review, Self-Awareness, Emotional Intelligence, Goal-Oriented, Adaptability
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Change Management, Organizational Change, Culture Transformation, Business Transformation, Overcoming Obstacles, Organizational Leadership, Organizational Structure, Goal Setting, Adaptability, Leadership, Leadership Development, Lifelong Learning, Employee Engagement
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Robotics, Data Mapping, Image Analysis, Digital Signal Processing, Simulations, Computer Science, Data Structures, Algorithms, Python Programming, Linear Algebra
Build toward a degree
Intermediate · Course · 1 - 3 Months