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.

Duke University
Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API), Machine Learning
Beginner · Guided Project · Less Than 2 Hours

MathWorks
Skills you'll gain: Datamaps, Data Science, Spatial Data Analysis, Data Processing, Data Preprocessing, Machine Learning, Geographic Information Systems, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Model Training, Data Cleansing, Regression Analysis, Classification Algorithms
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
Beginner · Guided Project · Less Than 2 Hours

Skills you'll gain: Microsoft Project, Project Schedules, Project Performance, Resource Allocation, Project Management Software, Management Reporting, Project Controls, Calendar Management, Milestones (Project Management), Resource Management, Resource Planning, Scheduling, Earned Value Management, Project Planning, Performance Metric, Workflow Management, Performance Analysis, Project Management, Performance Reporting, Process Optimization
Mixed · Course · 1 - 4 Weeks

Simplilearn
Skills you'll gain: Exploratory Data Analysis, Generative AI, Analytics, Data Analysis, Extract, Transform, Load, Interactive Data Visualization, Predictive Analytics, Data-Driven Decision-Making, Data Synthesis, Predictive Modeling, Data Presentation, Forecasting, AI Integrations, Data Transformation, Descriptive Analytics, Data Modeling, Risk Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Cost Accounting, Business Process Reengineering, Lean Manufacturing, Management Accounting, Cost Management, Operational Efficiency, Cost Reduction, Process Improvement, Continuous Improvement Process, Performance Improvement, Benchmarking, Supply Chain Management, Enterprise Resource Planning
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Variance Analysis, Budgeting, Management Reporting, Cost Control, Operating Budget, Microsoft Excel, Business Reporting, Cost Accounting, Financial Analysis, Performance Analysis, Financial Planning, Business Planning, Forecasting
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Project Closure, Earned Value Management, Project Controls, Change Control, Project Performance, Performance Reporting, Risk Analysis, Vendor Management, Risk Management, Risk Mitigation, Quality Management, Project Risk Management, Project Management Life Cycle, Cost Management, Supplier Performance Management, Scope Management, Risk Control, Change Requests, Procurement, Contract Management
Mixed · Course · 1 - 3 Months

Packt
Skills you'll gain: Alteryx, Spatial Data Analysis, Spatial Analysis, Data Cleansing, Data Import/Export, Data Manipulation, Geographic Information Systems, Data Wrangling, Data Processing, Data Preprocessing, Data Integration, Data Transformation, Data Presentation, Document Management, Data Analysis Software, Spreadsheet Software, Data Analysis, Microsoft Excel, Text Mining, Data Visualization Software
Beginner · Course · 3 - 6 Months

Skills you'll gain: Blockchain, Cryptography, FinTech, Digital Assets, Cryptographic Protocols, Payment Systems, Financial Systems, Financial Trading, Financial Regulations, Investments, Transaction Processing, Finance, Financial Regulation, Regulatory Compliance, Market Dynamics
Mixed · Course · 1 - 3 Months

Coursera
Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Customer Analysis, Competitive Intelligence, Responsible AI, Generative AI, Market Intelligence, Customer Insights, Market Trend, Trend Analysis, Analytics, Data Analysis
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Constructive Feedback, Talent Management, Human Resource Management, Team Performance Management, Human Resources Management and Planning, Course Development, Instructional and Curriculum Design, Recruitment, Human Capital, Human Resources, Management Training And Development, People Development, Training and Development, Employee Training, Talent Recruitment, Performance Analysis, Curriculum Development, Instructional Design, Full Cycle Recruitment, Lesson Planning
Beginner · Course · 1 - 3 Months