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: Data Ethics, Responsible AI, Diversity Awareness, Generative AI, Diversity Training, Ethical Standards And Conduct, Diversity Programs, Diversity Equity and Inclusion Initiatives, AI literacy, Cultural Diversity, Artificial Intelligence, Algorithms, Case Studies
Howard University
Skills you'll gain: Spreadsheet Software, Microsoft Excel, Data Modeling, Mathematical Modeling, Business Modeling, Business Analysis, Operations Research, Business Process, Financial Modeling, Process Optimization, Applied Mathematics, Data-Driven Decision-Making, Business Strategy, Trend Analysis, Profit and Loss (P&L) Management, Resource Allocation
JetBrains
Skills you'll gain: Object Oriented Design, File I/O, Data Structures, Python Programming, Programming Principles, Code Reusability, Computer Programming, Scripting, Data Processing, Package and Software Management, Code Review, Computational Logic, NumPy, Development Environment, Integrated Development Environments, Computational Thinking, Software Installation, Numerical Analysis
Skills you'll gain: Prompt Engineering, Risk Modeling, Risk Analysis, Continuous Monitoring, Data Synthesis, Decision Intelligence, Generative AI, Risk Management Framework, Risk Management, Data-Driven Decision-Making, Data Integration, AI Integrations, Automation
Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Image Quality, Color Theory
Skills you'll gain: Stakeholder Management, Business Analysis, User Requirements Documents, Looker (Software), Requirements Analysis, Project Management, Project Design, Requirements Management, Process Optimization, Data Analysis Software, Oral Expression, Operational Analysis, IBM Cognos Analytics, Business Analytics, Data Cleansing
Arizona State University
Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis
Imperial College London
Skills you'll gain: Programming Principles, Program Development, Microsoft Visual Studio, Computer Programming, Integrated Development Environments, Computer Programming Tools, Python Programming, Development Environment
Skills you'll gain: Technical Analysis, Sampling (Statistics), Quantitative Research, Financial Analysis, Statistical Hypothesis Testing, Portfolio Risk, Probability, Return On Investment, Portfolio Management, Financial Data, Statistical Analysis, Financial Market, Statistical Methods, Probability Distribution, Probability & Statistics, Market Trend, Finance, Performance Metric, Investment Management, Descriptive Statistics
Skills you'll gain: Education Software and Technology, Mathematics Education
Skills you'll gain: Unity Engine, UI Components, User Interface (UI), Responsive Web Design, User Interface (UI) Design, Animation and Game Design, Object Oriented Programming (OOP), Game Design, Scripting, Video Game Development, C# (Programming Language), Object Oriented Design, Animations, Interactive Design, User Experience, Course Development, Interactive Learning, Mechanics
In summary, here are 10 of our most popular applied machine learning courses
- XML Practical - Web Service Parsing XML API:Â EDUCBA
- Ethical Issues in AI and Professional Ethics:Â University of Colorado Boulder
- Fundamentals of Business Problem Solving:Â Howard University
- Python from Scratch: Learn by Coding:Â JetBrains
- GenAI for Risk Managers: Advanced Risk Analysis Techniques:Â Coursera
- V-Ray Lighting & Rendering in 3DS Max:Â EDUCBA
- Capstone Project: Applying Business Analysis Skills:Â IBM
- Classification and Planned Experiments:Â Arizona State University
- Introduction to Python for Researchers:Â Imperial College London
- Quantitative Methods for Financial Analysis:Â EDUCBA
