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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    The Raspberry Pi Platform and Python Programming for the Raspberry Pi

    Skills you'll gain: Linux, Operating System Administration, Operating Systems, Integrated Development Environments, File Systems, Internet Of Things, Development Environment, Embedded Systems, Python Programming, OS Process Management, Computer Hardware, UI Components, Computer Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    2.8K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Toronto

    Learn to Program: Crafting Quality Code

    Skills you'll gain: Data Structures, Test Automation, Object Oriented Programming (OOP), Unit Testing, Python Programming, Program Development, Algorithms, Test Case, Software Testing, Debugging, Computational Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    729 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Introduction to Statistics & Data Analysis in Public Health

    Skills you'll gain: Analytical Skills, Sampling (Statistics), Statistical Hypothesis Testing, Data Literacy, R (Software), Data Analysis, R Programming, Statistics, Public Health, Statistical Inference, Descriptive Statistics, Probability Distribution, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.5K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agents and Agentic AI Architecture in Python

    Skills you'll gain: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution

    4.6
    Rating, 4.6 out of 5 stars
    ·
    110 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Politecnico di Milano

    Water: an essential resource

    Skills you'll gain: Water Quality, Water Sustainability, Water Resource Management, Sustainable Development, Environmental Engineering, Hydrology, Environmental Monitoring, Civil Engineering, Sustainable Design, Human Centered Design, Risk Analysis, Continuous Monitoring, Internet Of Things, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
    ·
    58 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español

    Skills you'll gain: Google Cloud Platform, Dataflow, Data Lakes, Data Pipelines, Big Data, Data Processing, Apache Spark, Data Infrastructure, Real Time Data, Tensorflow, Data Migration, Apache Hadoop, Model Deployment, Data Warehousing, Extract, Transform, Load, Cloud Storage, Cloud Computing, Unstructured Data, MLOps (Machine Learning Operations), Data Architecture

    4.7
    Rating, 4.7 out of 5 stars
    ·
    816 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Human Anatomy & Physiology II

    Skills you'll gain: Pulmonology, Obstetrics And Gynecology, Respiration, Anatomy, Urology, Cardiology, Urinalysis, Patient Evaluation, Immunology, Hematology, Hemodynamics, Nephrology, Capillary, Gynecology, Physiology, Pathology, Clinical Nutrition, Medical Terminology, Biology, Lifelong Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    39 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Introduction to HTML

    Skills you'll gain: Hypertext Markup Language (HTML), Front-End Web Development, Web Design and Development, Web Development, Web Development Tools, Web Applications, Web Content, Integrated Development Environments

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, AI Enablement, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Data Quality, Customer Relationship Management (CRM) Software, Predictive Analytics, Data Management, Data Capture, Generative AI, Business Ethics, Customer Engagement

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Professional development: Improve yourself, always

    Skills you'll gain: Self-Awareness, Leadership Development, Personal Development, Lifelong Learning, Adaptability, Willingness To Learn, Self-Motivation, Emotional Intelligence, Change Management, Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
    ·
    900 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    ML Pipelines on Google Cloud - 한국어

    Skills you'll gain: CI/CD, Apache Airflow, Data Pipelines, MLOps (Machine Learning Operations), Google Cloud Platform, Tensorflow, Continuous Integration, Kubernetes, Metadata Management, Machine Learning Methods, Continuous Deployment, AI Orchestration, Model Deployment, AI Workflows, Applied Machine Learning, Model Evaluation, Containerization, Cloud Storage, Data Validation

    Advanced · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Kennesaw State University

    Cybersecurity and Its Ten Domains

    Skills you'll gain: Cybersecurity, IT Security Architecture, Network Security, Disaster Recovery, Application Security, Business Continuity, Cryptography, Secure Coding, Systems Development Life Cycle, Security Controls, Law, Regulation, and Compliance, Infrastructure Security, Safety and Security, Identity and Access Management, Governance, Risk Management

    4.4
    Rating, 4.4 out of 5 stars
    ·
    2.4K reviews

    Beginner · Course · 1 - 3 Months

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

  • The Raspberry Pi Platform and Python Programming for the Raspberry Pi: University of California, Irvine
  • Learn to Program: Crafting Quality Code: University of Toronto
  • Introduction to Statistics & Data Analysis in Public Health: Imperial College London
  • AI Agents and Agentic AI Architecture in Python: Vanderbilt University
  • Water: an essential resource: Politecnico di Milano
  • Preparing for Google Cloud Certification: Cloud Data Engineer Professional Certificate en Español: Google Cloud
  • Human Anatomy & Physiology II: Rice University
  • Introduction to HTML: Coursera
  • Salesforce Certified AI Associate Certification: Packt
  • Professional development: Improve yourself, always: Macquarie University

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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