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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


  • C

    Coursera

    MCP - Model Content Protocol

    Skills you'll gain: Model Context Protocol, AI Security, Scalability, Software Architecture, Servers, Interoperability, System Design and Implementation, API Design, Enterprise Security, Real Time Data, Performance Tuning

    Advanced · Course · 1 - 4 Weeks

  • 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

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AngularJS for Beginners: Getting Started

    Skills you'll gain: Angular, Development Environment, Program Development, Web Development Tools, JavaScript Frameworks, Javascript, Web Components, Front-End Web Development, Web Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • M

    Microsoft

    Secure Your Data at Rest

    Skills you'll gain: Data Security, Cloud Security, Azure Active Directory, Microsoft Azure, Data Storage, Encryption, Cloud Storage, Authorization (Computing), Authentications, Database Management, Data Governance, Key Management, Identity and Access Management, Firewall, Threat Detection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Python Scripting: Files, Inheritance, and Databases

    Skills you'll gain: File I/O, Matplotlib, Data Manipulation, Pandas (Python Package), Data Visualization, Data Persistence, NumPy, Data Processing, Scripting, Object Oriented Programming (OOP), Python Programming, Query Languages, Database Application, Databases, Relational Databases, Object Oriented Design, Data Import/Export, Debugging

    4.4
    Rating, 4.4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Introduction to Information Retrieval with Amazon Q

    Skills you'll gain: Generative AI, Productivity Software, AI Product Strategy, Amazon Web Services

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Nurse Education, Health Informatics, Clinical Data Management, Generative AI Agents, Nursing Process, Nursing, Clinical Informatics, Generative AI, Clinical Documentation, Healthcare Ethics, Nursing Practices, Responsible AI, Health Care, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Industry Knowledge, Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Improve Business Performance with Microsoft Forms

    Skills you'll gain: Employee Surveys, Employee Engagement, User Feedback, Microsoft 365, Business Intelligence Software, Performance Analysis, Internal Communications, Customer Insights, Customer Analysis, Business Software, Market Research, User Research, Data Analysis Software, Business Strategy

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • W

    Whizlabs

    Microsoft Power Platform: Extend the user experience

    Skills you'll gain: Power Apps Component Framework, Microsoft Power Platform, Microsoft Azure, Microsoft 365, Platform As A Service (PaaS), No-Code Development, Enterprise Application Management, Application Development, Application Design, Microsoft Copilot, Data Management, Dashboard, Data Integration, Business Process Automation, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    Full-Stack React with Spring Boot: Unit 2

    Skills you'll gain: Spring Boot, React.js, Object-Relational Mapping, Restful API, YAML, Data Access, Web Applications, Databases, Application Performance Management, Full-Stack Web Development, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    CCNA v1.1 (200-301) Video Training Series

    Skills you'll gain: Network Security, Open Shortest Path First (OSPF), Network Performance Management, Virtual Networking, Network Monitoring, Firewall, Network Planning And Design, Network Protocols, Infrastructure as Code (IaC), Terraform, Configuration Management, Encryption, System Configuration, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Foundations of AI, LLMs, and Development Environments

    Skills you'll gain: OpenAI API, Generative Model Architectures, Hugging Face, Programming Principles, Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

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

  • MCP - Model Content Protocol: Coursera
  • Building AI Agents with Amazon Bedrock AgentCore: Amazon Web Services
  • AngularJS for Beginners: Getting Started: Coursera
  • Secure Your Data at Rest: Microsoft
  • Python Scripting: Files, Inheritance, and Databases: LearnQuest
  • Introduction to Information Retrieval with Amazon Q: Amazon Web Services
  • AI for Health & Nursing: AI CERTs
  • Improve Business Performance with Microsoft Forms: Coursera
  • Microsoft Power Platform: Extend the user experience: Whizlabs
  • Full-Stack React with Spring Boot: Unit 2: Pearson

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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