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
University of Colorado Boulder
Skills you'll gain: Matplotlib, Seaborn, Plot (Graphics), Pandas (Python Package), NumPy, Data Visualization Software, Data Visualization, Data Manipulation, Statistical Visualization, Data Wrangling, Data Science, Package and Software Management, Exploratory Data Analysis, Python Programming
Skills you'll gain: Computer Vision, Image Analysis, PyTorch (Machine Learning Library), Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Configuration, Deep Learning, Real Time Data, Model Deployment, Software Installation, Application Deployment
Skills you'll gain: Technical Analysis, Market Trend, Trend Analysis, Risk Control, Financial Trading, Risk Management, Risk Modeling, Securities Trading, Market Analysis, Business
L&T EduTech
Skills you'll gain: Manufacturing Processes, Hydraulics, Control Systems, Automation Engineering, Manufacturing Operations, Manufacturing and Production, Production Process, Mechanical Engineering, Equipment Design, Machine Controls, Process Control, Maintenance, Repair, and Facility Services, Thermal Management, Engineering Tolerance, Failure Analysis, Robotics, Materials science, Automation, Quality Assurance
Codio
Skills you'll gain: Algorithms, C++ (Programming Language), C and C++, Data Structures, Theoretical Computer Science, Computer Programming
Skills you'll gain: Portfolio Management, Project Portfolio Management, Competitive Analysis, Portfolio Risk, Financial Market, Financial Systems, Securities Trading, Financial Trading, Investment Management, Project Management Office (PMO), Asset Management, Program Management, Investments, Equities, Organizational Strategy, Market Data, Return On Investment, Market Analysis, Capital Markets, Risk Management
Corporate Finance Institute
Skills you'll gain: Business Valuation, Financial Analysis, Financial Modeling, Capital Budgeting, Financial Statement Analysis, Financial Forecasting, Finance, Cash Flow Forecasting, Cash Flows, Equities, Mergers & Acquisitions, Forecasting, Market Data, Excel Formulas, Microsoft Excel
Scrimba
Skills you'll gain: Python Programming, Programming Principles, Computational Logic, Computer Programming, Web Development Tools, Web Development, Software Engineering
University of Miami
Skills you'll gain: Manufacturing Processes, Materials science, Engineering, Biomedical Engineering, Automation, Manufacturing Operations, Biological Engineering, Manufacturing and Production, AI Integrations, Emerging Technologies, Biomedical Technology, Prototyping, Artificial Intelligence, Production Process, Biotechnology, Machine Learning
Skills you'll gain: AI Security, AI Orchestration, MLOps (Machine Learning Operations), Model Deployment, Vulnerability Assessments, AI Workflows, Governance Risk Management and Compliance, Retrieval-Augmented Generation, Responsible AI, Compliance Auditing, LLM Application, Personally Identifiable Information, Regulatory Compliance, Regulatory Requirements, Application Deployment, Model Training, Cloud Deployment, Solution Architecture, Generative AI, Artificial Intelligence
University of Cape Town
Skills you'll gain: Design Thinking, Entrepreneurship, Business Modeling, Regulation and Legal Compliance, Entrepreneurial Finance, Business Planning, Innovation, Market Opportunities, New Business Development, FinTech, Case Studies, Professional Networking, Mobile Banking, Business Development, Growth Strategies, Financial Regulation, Fundraising
Coursera
Skills you'll gain: Model Context Protocol, AI Integrations, AI Security, Enterprise Architecture, Scalability, Systems Architecture, Servers, Interoperability, Authentications, System Design and Implementation, Enterprise Security, Performance Tuning
In summary, here are 10 of our most popular applied machine learning courses
- Python Packages for Data Science: University of Colorado Boulder
- Jetson Nano Starter to Pro - A Computer Vision Course: Packt
- Master Trading with Indicators & Chart Patterns: EDUCBA
- Heavy Manufacturing Process and System: L&T EduTech
- C++: Algorithms: Codio
- Investment Management and Capital Markets: EDUCBA
- Introduction to Business Valuation: Corporate Finance Institute
- Learn Python: 2: Scrimba
- Additive Manufacturing Scientific Concepts and Applications: University of Miami
- Managing AI Systems: Development, Deployment, and Governance: Board Infinity
