Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Skills you'll gain: Logo Design, Typography, Canva (Software), Style Guides, Brand Strategy, Branding, Graphic and Visual Design, Scalability, Marketing Design, Color Theory, Brand Management, Presentations, Design Elements And Principles, AI Enablement, Auditing, Asset Management
University of California, Santa Cruz
Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Model Deployment, Generative AI Agents, AI Orchestration, Tool Calling, Context Management, Prompt Engineering, Enterprise Architecture, Model Evaluation, Embeddings, Vector Databases
Skills you'll gain: Databases, Query Languages, Database Management
IESE Business School
Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Cash Flows, Balance Sheet, Accrual Accounting, Financial Accounting, Financial Reporting, Microsoft Excel, Financial Analysis, Cash Management
Skills you'll gain: PostgreSQL, Relational Databases, Database Design, Databases, Database Development, Database Management, SQL, Data Processing, Data Integrity, Query Languages, Data Analysis, Data Manipulation, Data Quality
University of Pennsylvania
Skills you'll gain: FinTech, Emerging Technologies, Market Analysis, Fraud detection, Real Estate, Real Time Data, Insurance, Property and Real Estate, Artificial Intelligence, Market Trend, Machine Learning, Commercial Real Estate, Financial Sales, Case Studies, Customer experience improvement, Automation
Skills you'll gain: Risk Analysis, Financial Regulation, Bank Regulations, Operational Analysis, Securities Trading
Coursera
Skills you'll gain: Leaflet (Software), Global Positioning Systems, Geospatial Mapping, Internet Of Things, Systems Integration, Frontend Performance, Javascript, Network Troubleshooting
University of Minnesota
Skills you'll gain: Taxonomy, AI Personalization, Spreadsheet Software, Machine Learning, Predictive Analytics, Microsoft Excel, Data Collection, Statistics, Algorithms, Computer Programming, Java
Logical Operations
Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Sprint Retrospectives, Agile Software Development, Sprint Planning, User Story, Backlogs, Agile Product Development, Project Estimation, Project Management, Estimation, Project Planning
Skills you'll gain: Marketing Analytics, Customer Analysis, Marketing Effectiveness, Customer Retention, Advanced Analytics, Market Analysis, Sales Management, Customer Insights, Loyalty Programs, Data-Driven Decision-Making, Customer Service, Predictive Analytics, Business Metrics, Case Studies, R Programming, Performance Metric
Skills you'll gain: Docker (Software), Containerization, Cloud-Native Computing, CI/CD, Development Environment, Kubernetes, Release Management, Devops Tools, Software Versioning, Data Infrastructure, Application Deployment, Scalability
In summary, here are 10 of our most popular applied machine learning courses
- Visual Branding with Canva: Building Complete Brand Systems:Â Board Infinity
- AI Agent Architecture with the Model Context Protocol:Â University of California, Santa Cruz
- Analyze E-Commerce Data Using PostgreSQL:Â EDUCBA
- Accounting: Principles of Financial Accounting:Â IESE Business School
- Apply PostgreSQL for Data Analysis and Database Design:Â EDUCBA
- Application of AI, InsurTech, and Real Estate Technology:Â University of Pennsylvania
- Analyze Investment Banking Operations, Risk & Regulation:Â EDUCBA
- Stream Real-Time Geo:Â Coursera
- Introduction to Recommender Systems: Non-Personalized and Content-Based:Â University of Minnesota
- Introduction to Agile and Scrum Methodologies:Â Logical Operations
