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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


  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Applied Mathematics, Mathematical Modeling, Differential Equations, Physics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Python, Bash and SQL Essentials for Data Engineering

    Skills you'll gain: Pandas (Python Package), Bash (Scripting Language), Version Control, Jupyter, Linux Commands, Git (Version Control System), Shell Script, Linux, Web Scraping, Linux Administration, Data Manipulation, MySQL, Microservices, AWS SageMaker, SQL, JSON, Cloud Engineering, Python Programming, Big Data, Data Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    461 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    Claude Code: Software Engineering with Generative AI Agents

    Skills you'll gain: Claude Code, Prompt Engineering, Multimodal Prompts, Version Control, AI Workflows, Generative AI Agents, Git (Version Control System), AI Orchestration, Quality Assurance, Generative AI, Software Quality Assurance, Software Development, Software Documentation, Artificial Intelligence, Software Development Life Cycle, Software Architecture, Automation, Software Testing, Software Design, Software Development Methodologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    75 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Hearing Loss in Children

    Skills you'll gain: Speech Language Pathology, Pediatrics, Speech Therapy, Communication Disorders, Patient Evaluation, Child Health, Disabilities, Childhood Education and Development, Public Health, Child Development, Rehabilitation, Diagnostic Tests, Patient Treatment, Special Education, Clinical Assessment, Patient Referral, Anatomy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    238 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    Detect and Mitigate Ethical Risks

    Skills you'll gain: Data Ethics, Responsible AI, Accountability, Risk Management, Operational Risk, Risk Analysis, Information Privacy, Risk Mitigation, AI Security, Personally Identifiable Information, Safety and Security, Business Ethics, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    95 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Meta

    WhatsApp Business Platform for Developers

    Skills you'll gain: Quality Monitoring, Cloud API, Application Programming Interface (API), Web Services, Restful API, Cloud Applications, Customer Communications Management, Verification And Validation, Account Management, Business Communication, Authentications, Data Migration, Registration, Authorization (Computing)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    104 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    Whizlabs

    Exam Prep AIF-C01: AWS Certified AI Practitioner

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Security, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Model Deployment, Model Evaluation, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of North Carolina at Chapel Hill

    Reasoning Across the Disciplines

    Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Michigan

    Act on Climate: Steps to Individual, Community, and Political Action

    Skills you'll gain: Climate Change Mitigation, Climate Change Adaptation, Social Impact, Sustainable Development, Sustainable Design, Driving engagement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    198 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    I

    Imperial College London

    Science Matters: Let's Talk About COVID-19

    Skills you'll gain: Epidemiology, Public Health, Infectious Diseases, Community Health, Economics, Policy, and Social Studies, Health Systems, Socioeconomics, Health Policy, Emergency Response, Patient Evaluation, Immunology, Diagnostic Tests, Microbiology, Media and Communications, Molecular Biology, Pathology

    4.2
    Rating, 4.2 out of 5 stars
    ·
    222 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Strategic HRM: Talent, Performance, Compensation Design

    Skills you'll gain: Performance Appraisal, Human Resource Strategy, Human Resources, Compensation Strategy, Talent Management, Human Resources Management and Planning, Compensation Management, Performance Management, Organizational Development, Employee Engagement, Talent Acquisition, Employee Retention, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    164 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Program Management

    Skills you'll gain: Program Management, Project Management Office (PMO), Project Management Life Cycle, Project Management, Stakeholder Management, Project Management Institute (PMI) Methodology, Product Management, Organizational Strategy, Team Management, Agile Project Management, Leadership, Business Strategy, Change Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    111 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Approximation Methods: University of Colorado Boulder
  • Python, Bash and SQL Essentials for Data Engineering: Duke University
  • Claude Code: Software Engineering with Generative AI Agents: Vanderbilt University
  • Hearing Loss in Children: University of Michigan
  • Detect and Mitigate Ethical Risks: CertNexus
  • WhatsApp Business Platform for Developers: Meta
  • Exam Prep AIF-C01: AWS Certified AI Practitioner: Whizlabs
  • Reasoning Across the Disciplines: The University of North Carolina at Chapel Hill
  • Act on Climate: Steps to Individual, Community, and Political Action: University of Michigan
  • Science Matters: Let's Talk About COVID-19: Imperial College London

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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