Scikit-learn courses can help you learn data preprocessing, model selection, classification techniques, and regression analysis. You can build skills in evaluating model performance, feature engineering, and implementing machine learning pipelines. Many courses introduce tools like Jupyter Notebooks and Python libraries, that support applying these skills in practical projects.

Skills you'll gain: SAS (Software), Case Studies, Program Development, Scripting, Data Processing, Automation, Statistical Programming, Data Manipulation, Debugging
Intermediate · Course · 1 - 3 Months
École Polytechnique Fédérale de Lausanne
Skills you'll gain: Environmental Regulations, Sustainable Development, Health Disparities, Public Health, Sanitation, Land Management, Community Health, Environmental Policy, Environmental Issue, Stormwater Management, Waste Minimization, Water Quality, Water Resource Management
Mixed · Course · 1 - 3 Months

L&T EduTech
Skills you'll gain: Construction Engineering, Civil Engineering, Construction, Building Services Engineering, Civil and Architectural Engineering, HVAC, Traffic Flow Optimization, Transportation Operations, Architecture and Construction, Electrical Systems, Construction Management, Public Works, Engineering Software, Engineering Design Process, Structural Analysis, Sustainable Engineering, Construction Estimating, Building Design, Land Development, Sustainable Development
Advanced · Specialization · 3 - 6 Months

Illinois Tech
Skills you'll gain: Linux, Linux Administration, Operating System Administration, Linux Commands, User Accounts, Command-Line Interface, Systems Administration, Operating Systems, User Provisioning, Service Management, System Configuration, System Monitoring, Graphical Tools, File Management
Build toward a degree
Intermediate · Course · 1 - 4 Weeks

Amazon Web Services
Skills you'll gain: AWS CloudFormation, Serverless Computing, Infrastructure as Code (IaC), Amazon Web Services, API Gateway, Application Programming Interface (API), Cloud Infrastructure, Event-Driven Programming, Cloud Deployment, Authentications, Amazon S3, Automation, Amazon DynamoDB, Scalability
Beginner · Course · 1 - 4 Weeks
University of Illinois Urbana-Champaign
Skills you'll gain: Accounting, Accruals, Standard Accounting Practices, Accounts Payable, Technical Accounting, Financial Accounting, Generally Accepted Accounting Principles (GAAP), Lease Contracts, Financial Reporting, International Financial Reporting Standards, Income Tax, Corporate Tax
Build toward a degree
Intermediate · Course · 1 - 3 Months

University of Colorado Boulder
Skills you'll gain: Performance Testing, Scalability, System Testing, Data Architecture, Software Architecture, Performance Tuning, Distributed Computing, Development Testing, Microservices, Big Data, Prototyping, Software Engineering, Model Evaluation, Predictive Modeling
Build toward a degree
Advanced · Course · 1 - 4 Weeks

Skills you'll gain: Slack (Software), Productivity Software, Collaborative Software, Internal Communications, Organizational Skills, Business Communication, Team Management, Communication Strategies, Resource Management
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Databricks, Data Lakes, Data Pipelines, Data Integration, Extract, Transform, Load, Dashboard, PySpark, SQL, Apache Spark, Pandas (Python Package), Data Management, Data Transformation, Version Control
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Model Evaluation, Applied Machine Learning, Data Preprocessing, Classification Algorithms, Random Forest Algorithm, Predictive Modeling, Regression Analysis, Feature Engineering, Decision Tree Learning, Machine Learning, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis
Beginner · Guided Project · Less Than 2 Hours

Universidad Nacional Autónoma de México
Skills you'll gain: Package and Software Management, Jupyter, Ubuntu, Python Programming, Computational Thinking, Mac OS, Scripting Languages, Programming Principles, Cross Platform Development, Software Documentation, Command-Line Interface, Data Structures
Beginner · Course · 1 - 3 Months
Skills you'll gain: Service Level Agreement, Software As A Service, Cloud Deployment, Cloud Services, Cloud Computing, Cloud Solutions, Cloud Applications, Business Software, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Collaborative Software, Product Demonstration, Growth Strategies, Software Development Tools
Beginner · Course · 1 - 4 Weeks