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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


  • T

    The University of Edinburgh

    Human Rights-based Approach to Dignity in Care (DIGNISPACE)

    Skills you'll gain: Dignity in Care, Empowerment, Healthcare Ethics, Accountability, Ethical Standards And Conduct, Research, digital literacy, Interactive Learning, Social Justice, Discussion Facilitation, Diversity Awareness, Patient-centered Care, Advocacy, Law, Regulation, and Compliance

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Customer Service Teams

    Skills you'll gain: Responsible AI, Team Building, Generative AI, Team Oriented, Customer experience improvement, Automation, Customer Service, AI Enablement, Cross-Functional Collaboration, Artificial Intelligence, Customer Data Management, Business Ethics, Information Privacy

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Java Object Basics: Functions, Recursion, and Objects

    Skills you'll gain: Object Oriented Programming (OOP), Software Documentation, Java Programming, Java, Computer Programming, Programming Principles, Computational Thinking, Computer Science

    4.1
    Rating, 4.1 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    PowerShell for Automating Administration

    Skills you'll gain: Windows PowerShell, Scripting, Automation, Windows Servers, Data Validation, Server Administration, Administration, Software Installation, Cloud Deployment, Service Management, Remote Access Systems, Extensible Markup Language (XML), Debugging

    2.8
    Rating, 2.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Healthcare Ethics

    Skills you'll gain: Informed Consent, Data Ethics, Healthcare Ethics, Medical Privacy, Responsible AI, Healthcare Industry Knowledge, AI Security, Generative AI, Health Information Management, Patient-centered Care, Patient Safety

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    The North Awakens

    Skills you'll gain: Oil and Gas, Environment, Governance, Energy and Utilities, Environmental Science, International Relations, Environmental Policy, Socioeconomics, Natural Resource Management, Economics, Cultural Diversity, Transportation Operations, Climate Change Adaptation, Strategic Thinking, Demography, Public Safety and National Security

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Erasmus University Rotterdam

    Becoming a Language Friendly Teacher

    Skills you'll gain: Education Software and Technology, Cultural Diversity, Multilingualism, Student Engagement, Cultural Sensitivity, Teaching, Parent Communication, Language Learning, Instructional Strategies, Child Development, Working With Children, digital literacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Amazon Web Services

    Building AI Agents with Amazon Bedrock AgentCore

    Skills you'll gain: Model Context Protocol, Amazon Bedrock, Model Deployment, Generative AI Agents, AI Orchestration, AI Workflows, AI Enablement

    4
    Rating, 4 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Artificial Intelligence in Government

    Skills you'll gain: AI Enablement, Artificial Intelligence, Automation, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Organizational Effectiveness, Scalability, Organizational Change, Technical Consulting, Operational Efficiency, Technology Strategies, Performance Measurement, Procurement

    4
    Rating, 4 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Application Developers

    Skills you'll gain: Google Gemini, Code Review, Application Deployment, Continuous Deployment, Responsible AI, Software Development Tools, Google Cloud Platform, Generative AI, Prompt Engineering, Debugging, Application Development

    4.9
    Rating, 4.9 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Introduction of Pile Foundation

    Skills you'll gain: Construction, Structural Engineering, Construction Engineering, Building Codes, Civil Engineering, Structural Analysis, Engineering Design Process, Engineering Calculations, Design, Safety Standards

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 3 Months

  • I

    IBM

    Relational Database Administration Capstone Project

    Skills you'll gain: Database Administration, Database Architecture and Administration, Database Management, Apache Airflow, Operational Databases, PostgreSQL, MySQL, Data Warehousing, Data Pipelines, Extract, Transform, Load, Database Design, SQL, Data Architecture, Performance Tuning, Disaster Recovery, Data Security, Data Import/Export, Data Transformation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    16 reviews

    Advanced · Course · 1 - 3 Months

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

  • Human Rights-based Approach to Dignity in Care (DIGNISPACE): The University of Edinburgh
  • GenAI for Customer Service Teams: Coursera
  • Java Object Basics: Functions, Recursion, and Objects: Codio
  • PowerShell for Automating Administration: Packt
  • GenAI for Healthcare Ethics: Coursera
  • The North Awakens: University of Colorado Boulder
  • Becoming a Language Friendly Teacher: Erasmus University Rotterdam
  • Building AI Agents with Amazon Bedrock AgentCore: Amazon Web Services
  • Artificial Intelligence in Government: University of Maryland, College Park
  • GenAI for Application Developers: Coursera

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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