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: Credit Risk, Bank Regulations, Financial Regulation, Risk Modeling, Risk Management Framework, Portfolio Risk, Governance Risk Management and Compliance, Financial Regulations, Securities (Finance), Derivatives, Financial Market, Risk Management, Governance, Capital Markets, Legal Risk, Financial Systems, Risk Analysis, Risk Mitigation, Simulation and Simulation Software, Business
Mixed · Course · 1 - 3 Months
University of Washington
Skills you'll gain: Machine Learning Methods, Network Model, Electrophysiology, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Artificial Neural Networks, Reinforcement Learning, Sensory Systems Analysis, Matlab, Mathematical Modeling, Computer Vision, Neurology, Mathematical Software, Recurrent Neural Networks (RNNs), Physiology, Biology, Differential Equations, Probability Distribution
Beginner · Course · 1 - 3 Months

Skills you'll gain: Extract, Transform, Load, Web Scraping, Database Design, SQL, IBM DB2, Database Management, Data Store, Data Architecture, Relational Databases, Database Systems, Apache Hadoop, Databases, Big Data, Unit Testing, Database Development, Data Storage, Apache Spark, Python Programming, NumPy, Data Analysis
Beginner · Specialization · 3 - 6 Months

Interplay Learning
Beginner · Course · 1 - 3 Months

University of Virginia Darden School Foundation
Skills you'll gain: Data Storytelling, Strategic Thinking, Digital Transformation, Business Strategy, Cloud Computing Architecture, Data Wrangling, Competitive Analysis, Cloud Services, Data Presentation, Cloud Deployment, Business Transformation, Responsible AI, Cloud Security, Cloud Technologies, Cloud Infrastructure, Big Data, Cloud Platforms, Cloud Computing, Generative AI, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning
Advanced · Course · 1 - 3 Months

Macquarie University
Skills you'll gain: Excel Formulas, Dashboard, Microsoft Excel, Dashboard Creation, Data Wrangling, Excel Macros, Data Preprocessing, Spreadsheet Software, Data Validation, Data Manipulation, Data Processing, Data Presentation, Interactive Data Visualization, Data Analysis Software, Business Analytics, Data Modeling, Financial Forecasting, Analytical Skills, Predictive Modeling, Productivity Software
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Bank Regulations, Commercial Lending, Banking Services, Payment Systems, Banking, Operational Risk, Financial Statements, Credit Risk, Commercial Banking, Regulatory Compliance, Risk Modeling, Financial Statement Analysis, Financial Systems, Risk Control, Compliance Management, Risk Management Framework, Lending and Underwriting, Derivatives, Futures Exchange, Portfolio Risk
Beginner · Specialization · 3 - 6 Months

DeepLearning.AI
Skills you'll gain: Classification And Regression Tree (CART), Risk Modeling, Decision Tree Learning, Predictive Modeling, Feature Engineering, Statistical Machine Learning, Applied Machine Learning, Random Forest Algorithm, Forecasting, Model Evaluation, Biostatistics, Predictive Analytics, Data Preprocessing, Data Cleansing, Statistical Modeling, Risk Analysis, Machine Learning, Statistical Methods, Statistical Analysis, Deep Learning
Intermediate · Course · 1 - 4 Weeks

Interplay Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Human Resources Management and Planning, Employee Training, Talent Acquisition, Human Resources, Performance Appraisal, Human Resource Management, Workforce Planning, Performance Management, Talent Recruitment, Employee Performance Management, Training Programs, Organizational Effectiveness, Human Resource Strategy, Workforce Development, Training and Development, HR Tech, Talent Sourcing, Management Training And Development, Human Resources Information System (HRIS), Performance Review
Mixed · Course · 1 - 3 Months

Skills you'll gain: Vector Databases, Embeddings, Generative AI, AI Workflows, Retrieval-Augmented Generation, Database Design, Database Systems, Model Optimization, Unstructured Data, Performance Tuning, Machine Learning Methods, Dimensionality Reduction, Model Evaluation, Scalability, Machine Learning
Intermediate · Course · 1 - 3 Months