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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


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    Fred Hutchinson Cancer Center

    Exploring AI Possibilities

    Skills you'll gain: Responsible AI, AI powered creativity, AI Enablement, Artificial Intelligence, Leadership, Organizational Leadership, AI literacy, Ethical Standards And Conduct, Algorithms, LLM Application, Generative AI

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    ChatGPT for Teachers in Education

    Skills you'll gain: Instructional Strategies, Digital pedagogy, Student Engagement, Prompt Engineering Tools

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Develop a Ride-Sharing App Using Swift and Firebase

    Skills you'll gain: iOS Development, Apple iOS, Mobile Development, Swift Programming, UI Components, User Interface (UI), Application Development, User Interface (UI) Design, Authentications, Secure Coding, Code Reusability, Geospatial Information and Technology, Geospatial Mapping, Real Time Data, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Apply Puppet for Scalable Infrastructure Automation

    Skills you'll gain: Infrastructure Architecture, IT Automation, Maintainability, Code Reusability, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Arm

    Embedded Systems on Arm: Get Started with the micro:bit

    Skills you'll gain: Event-Driven Programming, Embedded Systems, Embedded Software, Interactive Design, Prototyping, Internet Of Things, System Design and Implementation, Peripheral Devices, Programming Principles, Simulations, Python Programming, Computational Logic, Computer Programming

    Beginner · Course · 1 - 3 Months

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    Microsoft

    Microsoft Fabric: Data Governance, Security, and Analytics

    Skills you'll gain: Microsoft Azure, Data Governance, Real Time Data, Data Management, Microsoft SQL Servers, Metadata Management, Data Architecture, Data Security, Security Controls, Power BI, Analytics, Azure Active Directory, System Monitoring, Identity and Access Management, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Mastering Linux Command Line

    Skills you'll gain: Linux Commands, Linux, OS Process Management, Command-Line Interface, Unix Commands, File Systems, User Accounts, Bash (Scripting Language), Shell Script, grep, Linux Administration, Unix Shell, File Management, Remote Access Systems, Operating Systems, Scripting, DevOps

    Beginner · Course · 3 - 6 Months

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    U

    University of California, Santa Barbara

    Business Structures and Legal Entities

    Skills you'll gain: Governance, Organizational Structure, Legal Risk, Tax, Business Risk Management, Business Management, Corporate Tax, Commercial Laws, Corporate Finance, Governance Risk Management and Compliance, Equities, Regulation and Legal Compliance, Risk Analysis, Decision Making, Contract Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    AI Security Fundamentals – LLM Threats & OWASP 2026

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    C

    Coursera

    Build Testable Python Packages for AI

    Skills you'll gain: MLOps (Machine Learning Operations), Package and Software Management, Unit Testing, Code Reusability, Engineering Software, Testability, Software Design, Python Programming, AI Workflows, Test Script Development, Test Tools

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    L

    Lund University

    Dispelling myths about sustainable consumption

    Skills you'll gain: Interactive Learning, Environmental Issue, Case Studies, Behavioral Economics, Sustainable Development, Sustainable Business, Corporate Sustainability, Storytelling, Consumer Behaviour, Culture, Climate Change Mitigation, Systems Thinking, Social Justice, Policy Analysis, Business Strategy, Environmental Policy

    Beginner · Course · 1 - 3 Months

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

  • Exploring AI Possibilities: Fred Hutchinson Cancer Center
  • ChatGPT for Teachers in Education: Packt
  • Develop a Ride-Sharing App Using Swift and Firebase: EDUCBA
  • Apply Puppet for Scalable Infrastructure Automation: EDUCBA
  • Embedded Systems on Arm: Get Started with the micro:bit: Arm
  • Microsoft Fabric: Data Governance, Security, and Analytics: Microsoft
  • Mastering Linux Command Line: Packt
  • Business Structures and Legal Entities: University of California, Santa Barbara
  • AI Security Fundamentals – LLM Threats & OWASP 2026: Packt
  • Big Data Processing with Hadoop and Spark: University of Pittsburgh

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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