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: Risk Modeling, Descriptive Statistics, Financial Modeling, Regression Analysis, Statistical Modeling, Financial Analysis, Decision Tree Learning, Credit Risk, Lending and Underwriting, Predictive Modeling, Predictive Analytics, Commercial Lending, Portfolio Management, Statistics, Portfolio Risk, Statistical Analysis, Statistical Methods, Performance Metric, Model Evaluation, Supervised Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Snowflake Schema, Model Deployment, Data Pipelines, Pandas (Python Package), Data Import/Export, Data Transformation, Large Language Modeling, Data Processing, Containerization, Python Programming, MLOps (Machine Learning Operations), Feature Engineering, Application Deployment, Application Development, Data Science, Data Preprocessing, Cloud Computing, SQL, Stored Procedure, Machine Learning
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Risk Modeling, Credit Risk, Portfolio Management, Portfolio Risk, Financial Regulation, Financial Modeling, Investment Management, Risk Management, Risk Analysis, Derivatives, Financial Market, Risk Management Framework, Finance, Investments, Financial Analysis, Risk Mitigation, Analysis, Analytics, Market Analysis, Application Frameworks
Mixed · Course · 1 - 3 Months

University of Arizona
Skills you'll gain: Integrated Marketing Communications, Persona Development, Consumer Behaviour, Marketing Psychology, Target Audience, Customer Analysis, Marketing Strategies, Strategic Marketing, Marketing, Customer Insights, Brand Strategy, Target Market, Marketing Communications, Marketing Effectiveness, Branding, Storytelling, Influencing
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Continuous Delivery, Software Installation
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Portfolio Management, Project Portfolio Management, Portfolio Risk, Investment Management, Project Management Office (PMO), Asset Management, Program Management, Investments, Organizational Strategy, Return On Investment, Governance, Project Management, Risk Management, Project Management Institute (PMI) Methodology, Strategic Planning, Statistical Methods, Capital Markets, Correlation Analysis
Mixed · Course · 1 - 3 Months

Skills you'll gain: Model Evaluation, Customer Analysis, Model Training, Logistic Regression, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, E-Commerce, Big Data, Data Access, Applied Machine Learning, Data Analysis, Classification Algorithms
Intermediate · Project · Less Than 2 Hours

University of Colorado Boulder
Skills you'll gain: Pandas (Python Package), Data Presentation, Data Wrangling, NumPy, Data Visualization, Data Cleansing, Data Structures, Data Analysis, Data Manipulation, Data Preprocessing, Data Transformation, Data Processing, Programming Principles, Python Programming, Numerical Analysis
★ 4.3 (22) · Beginner · Course · 1 - 3 Months

HubSpot Academy
Skills you'll gain: Sales Presentation, Sales Presentations, Prospecting and Qualification, Persona Development, Sales Strategy, Inside Sales, Sales Process, Sales, Sales Prospecting, Lead Generation, Customer Analysis, Email Automation, Personalized Service, Needs Assessment, Prioritization, Customer Engagement
Beginner · Course · 1 - 3 Months

Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Change Control, Software Installation
Beginner · Course · 1 - 4 Weeks

Emory University
Skills you'll gain: Rmarkdown, Collaborative Software, Technical Documentation, Document Management, Technical Writing, Data Sharing, R (Software), Code Reusability, Technical Communication, File Management
★ 4.7 (20) · Beginner · Course · 1 - 3 Months

Skills you'll gain: 3D Modeling, Motion Graphics, 3D Assets, Animations, Computer Graphics, Automation
Beginner · Course · 1 - 4 Weeks