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: File I/O, Data Import/Export, Java Programming, Java, Programming Principles, Computer Programming, Data Structures, File Systems, File Management, Data Store, Computer Science
Coursera
Skills you'll gain: Postman API Platform, API Testing, Data Validation, Application Programming Interface (API), Restful API, Verification And Validation, Performance Tuning, Microservices, Performance Testing, Test Tools, Security Controls, Data Integrity, Authentications
University of Minnesota
Skills you'll gain: User Story, Agile Software Development, Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Product Development, Sprint Retrospectives, Software Development Methodologies, Sprint Planning, Backlogs, Software Engineering, Continuous Integration, Acceptance Testing, Test Driven Development (TDD)
Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Web Design and Development, Web Development, Browser Compatibility, Web Design, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Frontend Integration, Computer Graphics, Front-End Web Development, Semantic Web, Web Content, Usability, Javascript, User Experience, Data Validation
Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Visualization, Data Presentation, Probability & Statistics, Data Transformation, Analytics, Statistics, Data Visualization Software, Statistical Analysis, Data Cleansing, Advanced Analytics, Time Series Analysis and Forecasting, Correlation Analysis, Python Programming
IIT Bombay
Skills you'll gain: Entrepreneurial Finance, Go To Market Strategy, Value Propositions, Product Strategy, Product Development, Business Modeling, Presentations, Entrepreneurship, Sales Presentations, Oral Expression, Verbal Communication Skills, Communication, Persona Development, Financial Statements, Financial Statement Analysis, Customer Insights, Innovation, Market Opportunities, Market Research
Skills you'll gain: Retrieval-Augmented Generation, LLM Application, LangChain, Artificial Intelligence and Machine Learning (AI/ML), Agentic Workflows, Generative AI Agents, AI Integrations, Artificial Intelligence, Large Language Modeling, Taxonomy, Agentic systems, Scalability, Python Programming, System Design and Implementation, Machine Learning, Graph Theory
Johns Hopkins University
Skills you'll gain: Probability, Bayesian Statistics, Probability Distribution, Failure Analysis, Probability & Statistics, Estimation, Mathematical Modeling, Statistical Inference, Statistical Modeling, Statistical Methods, Markov Model, Reliability, Simulations, Sampling (Statistics), Numerical Analysis, Applied Mathematics, Statistical Analysis, Simulation and Simulation Software
Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Mitigation, AI Workflows, Model Evaluation, Auditing, Risk Management Framework, Governance
Universitat Politècnica de València
Skills you'll gain: Linear Algebra, Algebra, Applied Mathematics
Vanderbilt University
Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, LLM Application, AI Integrations, Prompt Patterns, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, Prompt Engineering, AI Personalization, ChatGPT, Multimodal Prompts, Anthropic Claude, AI Product Strategy
Skills you'll gain: Creativity, Habit Formation, Computer Graphic Techniques, Graphics Software, Peer Review, Digital Design, Creative Thinking, Goal Setting, Creative Design, Design Software, Constructive Feedback, Apple software proficiency
In summary, here are 10 of our most popular applied machine learning courses
- Java Basic Structures: Arrays, Strings, and Files: Codio
- API Validation with Postman: Coursera
- Desarrollo de software Agile: University of Minnesota
- Master HTML5 Fundamentals: Build, Design & Apply: EDUCBA
- Applying Python for Data Analysis: Coursera
- Introduction to Tech Entrepreneurship: IIT Bombay
- Building Retrieval-Augmented Systems & Knowledge Graphs: Packt
- Introduction to Uncertainty Quantification: Johns Hopkins University
- Responsible AI: Transparency & Ethics: Coursera
- Bases matemáticas: Álgebra: Universitat Politècnica de València
