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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


  • A

    AI Business School

    AI for HR

    Skills you'll gain: Prompt Engineering, AI Personalization, Agentic Workflows, Generative AI, Responsible AI, Risk Management, HR Tech, AI Workflows, ChatGPT, Generative AI Agents, AI Enablement, Risk Analysis, Agentic systems, Human Resources, Human Resource Strategy, Productivity, Artificial Intelligence, LLM Application, Innovation, Ideation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    20 reviews

    Beginner · Specialization · 1 - 3 Months

  • K

    Kennesaw State University

    AI for Education (Intermediate)

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Education Software and Technology, ChatGPT, Peer Review, Verbal Communication Skills, AI Enablement, Digital pedagogy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    38 reviews

    Intermediate · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    Introduction to Psychology

    Skills you'll gain: Psychology, Mental Health Diseases and Disorders, Research Methodologies, Human Development, Research, Human Learning, Scientific Methods, Mental Health, Culture, Behavioral Health, Learning Theory, Stress Management, Biology, Experimentation, Neurology, Statistical Analysis

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Managing Azure Infrastructure: Storage, Monitoring & Backup

    Skills you'll gain: Patch Management, Microsoft Azure, Disaster Recovery, System Monitoring, Cloud Storage, Data Storage Technologies, Cloud Security, Continuous Monitoring, Role-Based Access Control (RBAC), Virtual Machines, Data Security, Query Languages

    4.6
    Rating, 4.6 out of 5 stars
    ·
    14 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    L&T EduTech

    Project Planning and Execution Management

    Skills you'll gain: Project Schedules, Earned Value Management, Risk Analysis, Cost Estimation, Scheduling, Cost Management, Project Management, Project Planning, Project Estimation, Resource Allocation, Resource Management, Timelines, Risk Management, Budgeting, Performance Measurement, Dependency Analysis, Network Model

    4.8
    Rating, 4.8 out of 5 stars
    ·
    11 reviews

    Advanced · Course · 1 - 3 Months

  • T

    Tecnológico de Monterrey

    Analíticas de Datos con Pandas

    Skills you'll gain: Pandas (Python Package), Exploratory Data Analysis, Data Visualization Software, Data Manipulation, Data Analysis, Data Transformation, Python Programming, Data Structures, Data Import/Export, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    99 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Human Resource Management: Corporate Fundamentals

    Skills you'll gain: Human Capital, Human Resources, Employee Performance Management, Performance Management, Human Resource Strategy, Human Resources Management and Planning, Talent Management, Workforce Planning, Talent Acquisition, Performance Appraisal, Talent Recruitment, Workforce Development, Labor Relations, Compensation and Benefits, Organizational Strategy, Succession Planning, Workforce Management, Employee Retention, Case Studies, Corporate Strategy

    4.8
    Rating, 4.8 out of 5 stars
    ·
    50 reviews

    Beginner · Specialization · 1 - 3 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Model Evaluation, Human Centered Design, Data Quality

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    AI For Data Analysts

    Skills you'll gain: Data Pipelines, Agentic systems, Data Ethics, Responsible AI, Real Time Data, Model Deployment, Model Evaluation, Data Processing, Data Analysis, No-Code Development, AI Workflows, Artificial Intelligence, Data Collection, Machine Learning, Information Privacy

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Computing, Ethics, and Society

    Skills you'll gain: Data Ethics, Security Awareness, Healthcare Ethics, Responsible AI, Ethical Standards And Conduct, Computer Security Awareness Training, Cybersecurity, Diversity Awareness, Generative AI, Artificial Intelligence, Information Technology, Information Privacy, Diversity Equity and Inclusion Initiatives, Social Impact, Media and Communications, Automation, Robotics, Cultural Diversity, Personally Identifiable Information, Emerging Technologies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    53 reviews

    Beginner · Specialization · 3 - 6 Months

  • S

    Starweaver

    Introduction to Engineering Design

    Skills you'll gain: Computer-Aided Design, Engineering Design Process, Product Engineering, Mechanical Design, Engineering, Simulation and Simulation Software, Conceptual Design, Sustainable Design, Creativity, Problem Solving, Prototyping, Innovation, Analytical Skills, Automation, Artificial Intelligence and Machine Learning (AI/ML), Emerging Technologies

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Detect, Respond, and Recover from Cloud Cybersecurity Attacks

    Skills you'll gain: Intrusion Detection and Prevention, Computer Security Incident Management, Cyber Threat Hunting, Cyber Attacks, Cybersecurity, Cyber Operations, Continuous Monitoring, Event Monitoring, Disaster Recovery, Incident Management, Security Information and Event Management (SIEM), Threat Detection, Cloud Security, Security Controls, Threat Management, System Monitoring, IT Automation, Record Keeping, Problem Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI for HR: AI Business School
  • AI for Education (Intermediate): Kennesaw State University
  • Introduction to Psychology: O.P. Jindal Global University
  • Managing Azure Infrastructure: Storage, Monitoring & Backup: Microsoft
  • Project Planning and Execution Management: L&T EduTech
  • Analíticas de Datos con Pandas: Tecnológico de Monterrey
  • Human Resource Management: Corporate Fundamentals: EDUCBA
  • Responsible AI for Developers: Fairness & Bias: Google Cloud
  • AI For Data Analysts: AI CERTs
  • Computing, Ethics, and Society: University of Colorado Boulder

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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