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: AI Integrations, System Monitoring, API Testing, Middleware, Restful API, Site Reliability Engineering, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Logical Operations
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Database Application, Python Programming, Unit Testing, Computer Programming, Restful API, Cross Platform Development, Package and Software Management, Scripting, Data Science, Program Development, Computer Programming Tools, Software Development, Data Processing, Debugging, Programming Principles, User Interface (UI) Design, Regression Analysis, Machine Learning
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Shell Script, Unix Shell, File Management, User Accounts, Operating System Administration, Unix, Package and Software Management, Systems Administration, File Systems, TCP/IP, Data Maintenance, User Provisioning, Unix Commands, Midrange Computer, System Monitoring, Scripting, Disaster Recovery, System Software, System Configuration, Data Centers
Intermediate · Specialization · 3 - 6 Months

Fundação Lemann
Skills you'll gain: Programming Principles, Digital pedagogy, Education Software and Technology, Computer Programming, Learning Management Systems, Computational Logic, Computational Thinking, User Accounts
Mixed · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Robotics, Graph Theory, Algorithms, Data Structures, Python Programming
Build toward a degree
Intermediate · Course · 1 - 3 Months

Coursera
Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Process, Sales Management, Sales Development, General Sales Practices, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making, AI Enablement, AI Integrations, Large Language Modeling
Beginner · Course · 1 - 4 Weeks

Advancing Women in Tech
Skills you'll gain: Engineering Management, Technical Management, Cross-Functional Collaboration, Cross-Functional Team Leadership, Management Training And Development, Team Performance Management, Software Engineering, Employee Coaching, Staff Management, Agile Software Development, Software Development Methodologies, Communication, Conflict Management, Performance Management, Team Management, Coordination, People Management, Program Management, Cloud Engineering, Business Strategy
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Model Training, Applied Machine Learning, Google Cloud Platform, Cloud Applications, Image Analysis, Cloud Computing, Cloud Storage, Predictive Modeling, Predictive Analytics, Data Import/Export
Intermediate · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Process Capability, Statistical Process Controls, R (Software), Statistical Analysis, Statistical Software, Data Analysis Software, R Programming, Quality Control, Probability & Statistics, Quality Improvement, Statistical Methods, Plot (Graphics), Process Analysis, Data Transformation, Statistical Hypothesis Testing, Probability Distribution
Build toward a degree
Intermediate · Course · 1 - 3 Months

Knowledge Accelerators
Skills you'll gain: Change Management, Organizational Change, Business Transformation, Culture Transformation, People Management, Communication Strategies, Organizational Leadership, Strategic Communication, Performance Metric, Learning Theory, Leadership Development, Team Leadership, Adaptability, Influencing, Stakeholder Management, Process Improvement, Employee Engagement, Stakeholder Engagement, Business Planning
Beginner · Course · 1 - 4 Weeks

Edureka
Skills you'll gain: Responsible AI, Technical Communication, Data Ethics, Model Evaluation, Interactive Data Visualization, Data Storytelling, Machine Learning, Data Visualization, Feature Engineering, Applied Machine Learning, Classification And Regression Tree (CART), Machine Learning Methods, Regression Analysis, Decision Tree Learning, Trustworthiness, Artificial Intelligence and Machine Learning (AI/ML), Scikit Learn (Machine Learning Library), Statistical Methods, Stakeholder Analysis, Debugging
Beginner · Course · 1 - 4 Weeks

École Polytechnique Fédérale de Lausanne
Skills you'll gain: Mechanics, Torque (Physics), Physics, Vibrations, Engineering Analysis, Differential Equations, Physical Science, Linear Algebra, electromagnetics, Applied Mathematics, Integral Calculus, Calculus, Mathematical Modeling
Mixed · Course · 1 - 3 Months