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: Sprint Retrospectives, Agile Project Management, Emotional Intelligence, Team Management, Team Performance Management, Agile Methodology, Team Leadership, Agile Software Development, Organizational Leadership, Initiative and Leadership, Employee Coaching, Team Building, Sprint Planning, Project Estimation, Continuous Improvement Process, Project Planning, CI/CD, Estimation, Risk Management
Skills you'll gain: Agentic systems, Code Reusability, AI Integrations, Engineering Software, Systems Architecture, API Design, Systems Design, Solution Architecture, Artifactory, Generative Model Architectures, Release Management
University of Colorado Boulder
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Predictive Modeling, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Probability Distribution
Universidad de Palermo
Skills you'll gain: Business Mathematics, Profit and Loss (P&L) Management, Applied Mathematics, Income Statement, Graphing, Gross Profit, Financial Analysis, Case Studies, Business Metrics, Operating Cost, Business Analysis, Financial Statements, Arithmetic, Business, Algebra, Sales
Skills you'll gain: Project Closure, Risk Mitigation, Project Implementation, Project Risk Management, Project Planning, Risk Analysis, Goal Setting, Business Communication
University of London
Skills you'll gain: Algorithms, Computational Thinking, Theoretical Computer Science, Computational Logic, Critical Thinking and Problem Solving, Computer Science, Data Structures, Critical Thinking, Classification Algorithms, Logical Reasoning, Graph Theory, Mathematical Theory & Analysis, Complex Problem Solving, Analysis, Game Theory
S.P. Jain Institute of Management and Research
Skills you'll gain: Financial Statements, Financial Statement Analysis, Financial Data, Decision Making, Investment Management, Financial Policy, Personal Development, Critical Thinking, Stress Management, Mindfulness
Skills you'll gain: Program Development, Software Development, Web Development Tools, Process Driven Development, Development Environment, Web Frameworks, Server Side, File I/O, Data Store, Web Servers, Package and Software Management, Data Entry
University of Amsterdam
Skills you'll gain: Research Design, Science and Research, Research, Social Impact, Experimentation, Innovation, Policy Analysis, Research, and Development, Case Studies, Stakeholder Engagement, Collaboration, Planning
Logical Operations
Skills you'll gain: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
Duke University
Skills you'll gain: Package and Software Management, Program Development, Virtual Environment, Development Environment, Software Configuration Management, Software Installation, Configuration Management, Python Programming
Skills you'll gain: Prompt Engineering, Large Language Modeling, Prompt Patterns, Fine-tuning, Generative AI, Generative Model Architectures, LLM Application, Retrieval-Augmented Generation, Model Training, Natural Language Processing, Model Evaluation, Data Cleansing, Model Optimization
In summary, here are 10 of our most popular applied machine learning courses
- Advanced Agile Practices and Continuous Improvement:Â Packt
- Architect Reusable AI Agent Systems:Â Coursera
- Introduction to Bayesian Statistics for Data Science:Â University of Colorado Boulder
- Matemática para Negocios : Universidad de Palermo
- PM Phases: Initiate, Plan, Execute:Â Coursera
- Algorithms and Complexity:Â University of London
- Finance for Decision-Making:Â S.P. Jain Institute of Management and Research
- Apply Node.js Skills Through a User Management Case Study:Â EDUCBA
- Try RRI! A guide for Responsible Research and Innovation:Â University of Amsterdam
- Python Data Science: Environment Setup:Â Logical Operations
