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
Status: Free TrialLearnQuest
Skills you'll gain: Java Programming, Java, Application Servers, Web Applications, Development Environment, Object Oriented Programming (OOP), Application Development, Eclipse (Software), Program Development, Computer Programming, Object Oriented Design, Mobile Development, UI Components, Event-Driven Programming, User Interface (UI), Virtual Machines, Data Structures, Command-Line Interface, Software Installation
Status: PreviewÉcole Polytechnique
Skills you'll gain: Mathematical Theory & Analysis, Differential Equations, Advanced Mathematics, Applied Mathematics, Calculus, Derivatives
Status: Free TrialGoogle Cloud
Skills you'll gain: Google Cloud Platform, Gemini, Generative AI, AI Security, AI Product Strategy, Responsible AI, AI Enablement, Data Governance, Cloud Infrastructure, Artificial Intelligence, Business Analysis, Decision Making
Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI, Generative AI, Storytelling, Writing, Creativity, Responsible AI, Critical Thinking
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: Goal Setting, Interviewing Skills, Professional Networking, Artificial Intelligence and Machine Learning (AI/ML), Negotiation, Workforce Planning, Professional Development, LinkedIn, Artificial Intelligence, Machine Learning, Talent Sourcing, Compensation and Benefits, Data Science, Data Analysis, Recruitment, Data Architecture, Presentations, Technical Consulting, Big Data, Job Analysis
Status: Free TrialUniversity of Maryland, College Park
Skills you'll gain: Project Management, Project Management Institute (PMI) Methodology, Agile Project Management, Milestones (Project Management), Project Schedules, Stakeholder Management, Project Documentation, Stakeholder Engagement, Stakeholder Communications, Engineering Documentation
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Applied Mathematics, Advanced Mathematics, Calculus, Linear Algebra, Engineering Analysis, Mathematical Theory & Analysis
Status: PreviewKorea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Computer Programming Tools, Data Manipulation
Status: Free TrialImperial College London
Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Statistics, Model Evaluation, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Probability & Statistics, Data Preprocessing, Public Health
Status: Free TrialJohns Hopkins University
Skills you'll gain: Health Informatics, Clinical Informatics, Decision Support Systems, Solution Design, Health Information Management, Usability Testing, Healthcare Ethics, Requirements Elicitation, Electronic Medical Record, Data Capture, User Centered Design, Artificial Intelligence and Machine Learning (AI/ML)
Status: Free TrialSkills you'll gain: Application Development, User Interface and User Experience (UI/UX) Design, Web Design and Development, Front-End Web Development, No-Code Development, WordPress, Web Applications, Web Development, Full-Stack Web Development, Back-End Web Development, Content Management Systems
Status: Free TrialVanderbilt University
Skills you'll gain: Generative AI Agents, Java, Agentic systems, AI Workflows, Generative AI, LLM Application, Tool Calling, OpenAI API, Application Development, Prompt Engineering, Debugging
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In summary, here are 10 of our most popular applied machine learning courses
- Java as a Second Language: LearnQuest
- Initiation à la théorie des distributions: École Polytechnique
- Gen AI: Navigate the Landscape: Google Cloud
- ChatGPT for Beginners: SciFi Writing with Dall-e: Coursera
- Interviewing for DS/AI Roles: University of California, Irvine
- PMP Exam Prep: Project Management Principles : University of Maryland, College Park
- Differential Equations Part II Series Solutions: Korea Advanced Institute of Science and Technology(KAIST)
- Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
- Logistic Regression in R for Public Health: Imperial College London
- The Outcomes and Interventions of Health Informatics: Johns Hopkins University
