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  • Applied Machine Learning

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


  • G

    Google

    AI for App Deployment

    Skills you'll gain: Debugging, Application Development, Artificial Intelligence, Generative AI

    4.8 stars, 110 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (110) · Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    Agentic Architectural Patterns for Multi-Agent Systems

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Multi-Agent Design Patterns: Coordination, Robustness & HCI

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
  • D

    Duke University

    Rust Programming

    Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), Jenkins, Application Deployment, DevOps, LLM Application, Continuous Integration, Hugging Face, Large Language Modeling, Test Case, Restful API, Serverless Computing, Generative AI, Command-Line Interface, Natural Language Processing, Computer Programming, Cloud Computing

    3.9 stars, 310 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 3.9 (310) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM UI/UX Designer

    Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Thinking, Agile Software Development, UI/UX Strategy, Scrum (Software Development), User Centered Design, Design Research, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, User Experience, Adobe XD, Responsible AI, Prototyping

    4.8 stars, 2.9K reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (2.9K) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Classification And Regression Tree (CART), Statistical Machine Learning, Supervised Learning, Machine Learning Methods, Regression Analysis, Model Training, Applied Machine Learning, Predictive Analytics, Model Evaluation, Machine Learning Software, Scikit Learn (Machine Learning Library), Machine Learning, Machine Learning Algorithms, Classification Algorithms, Decision Tree Learning, Responsible AI, Model Optimization, Python Programming

    4.7 stars, 79 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (79) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    Build Anything with AI: No Code Required

    Skills you'll gain: Prompt Engineering, ChatGPT, Claude Code, Prompt Patterns, No-Code Development, Generative AI Agents, Engineering Software, AI Enablement, AI Orchestration, AI powered creativity, LLM Application, AI Product Strategy, Anthropic Claude, AI literacy, Agentic Workflows, AI Workflows, Decision Intelligence, Dashboard Creation, Artificial Intelligence, Large Language Modeling

    4.8 stars, 8.1K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (8.1K) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    SAS

    Getting Started with SAS Programming

    Skills you'll gain: SAS (Software), Statistical Reporting, Data Import/Export, Data Validation, Data Access, Data Manipulation, Statistical Programming, Exploratory Data Analysis, Data Analysis Software, Data Preprocessing, Data Analysis, Data Transformation, SQL, Data Presentation, Microsoft Excel, Descriptive Statistics

    4.8 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (3.2K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    SkillsBooster Academy

    AI Agents for Business Automation

    Skills you'll gain: Email Automation, Business Process Automation, Generative AI Agents, Business Workflow Analysis, Automation, Workflow Management, Agentic systems, Expense Reports, ChatGPT, Client Support, LLM Application, Project Coordination, Coordinating, Artificial Intelligence, Enterprise Architecture, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Expense Management, Prompt Engineering, Business

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • A

    Atlassian

    Version Control with Git

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Bitbucket, Software Versioning, Software Configuration Management, Continuous Integration, Command-Line Interface

    4.7 stars, 3K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.7 (3K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Developing AI Applications with Python and Flask

    Skills you'll gain: Unit Testing, Flask (Web Framework), Application Deployment, Software Testing, Cloud Applications, Web Applications, AI Integrations, Python Programming, IBM Cloud, Web Development, Artificial Intelligence, Application Lifecycle Management, Integrated Development Environments, Application Programming Interface (API), Programming Principles

    4.4 stars, 1.4K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (1.4K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Power Platform Solution Discovery and Planning

    Skills you'll gain: Power Platform Architecture & Technical Design, Business Workflow Analysis, Process Analysis, Process Mapping, Business Process Improvement, Functional Requirement, Enterprise Architecture, Business Process, Solution Architecture, Microsoft Power Platform, Requirements Analysis, Enterprise Modeling, Requirements Elicitation, Cloud Solutions, Cloud Computing Architecture, Digital Transformation, Microsoft Azure, User Requirements Documents, Planning, Risk Mitigation

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
1…155156157…834

In summary, here are 10 of our most popular applied machine learning courses

  • AI for App Deployment: Google
  • Agentic Architectural Patterns for Multi-Agent Systems: Packt
  • Multi-Agent Design Patterns: Coordination, Robustness & HCI: Packt
  • Rust Programming: Duke University
  • IBM UI/UX Designer: IBM
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Build Anything with AI: No Code Required: Vanderbilt University
  • Getting Started with SAS Programming: SAS
  • AI Agents for Business Automation: SkillsBooster Academy
  • Version Control with Git: Atlassian

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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