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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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    Peking University

    离散数学概论 Discrete Mathematics Generality

    Skills you'll gain: Theoretical Computer Science, Graph Theory, Computational Logic, Logical Reasoning, Computational Thinking, Network Model, Deductive Reasoning, Geospatial Information and Technology, Mathematics and Mathematical Modeling, Computer Science, Algebra, Applied Mathematics, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    282 reviews

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    HR Management and Workforce Analytics

    Skills you'll gain: HR Tech, Performance Appraisal, Human Resources Software, People Analytics, Performance Management, Recruitment, Training and Development, Human Resources Management and Planning, Human Resource Management, Employee Retention, Human Resources Information System (HRIS), Compensation Management, Human Resources, Workforce Planning, Job Analysis, Recruitment Strategies, Talent Recruitment, Constructive Feedback, Talent Acquisition, Analytics

    Beginner · Specialization · 3 - 6 Months

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    SkillsBooster Academy

    Generative AI Fundamentals for Everyone

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Data Ethics, Google Gemini, Prompt Patterns, Responsible AI, AI literacy, LLM Application, Gemini, ChatGPT, Generative AI, Microsoft Copilot, Generative AI Agents, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deepseek, Productivity, Automation, Business Operations

    4.8
    Rating, 4.8 out of 5 stars
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    63 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    HR Training and Talent Management

    Skills you'll gain: Succession Planning, Talent Recruitment, Talent Acquisition, Performance Appraisal, Employee Onboarding, Full Cycle Recruitment, Recruitment Strategies, Workforce Planning, Human Resource Strategy, Human Resources Management and Planning, Performance Review, Strategic Planning, Organizational Strategy, Human Resources, Job Analysis, Strategic Leadership, Performance Measurement, Business Planning, Performance Management, Recruitment

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Project Management: Planning to Control Mastery

    Skills you'll gain: Stakeholder Management, Cost Management, Stakeholder Engagement, Project Scoping, Work Breakdown Structure, Cost Estimation, Project Closure, Earned Value Management, Stakeholder Communications, Change Control, Project Controls, Cost Control, Scope Management, Project Risk Management, Project Schedules, Project Performance, Stakeholder Analysis, Budget Management, Project Management, Project Finance

    Beginner · Specialization · 3 - 6 Months

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    Imperial College London

    Logistic Regression in R for Public Health

    Skills you'll gain: Logistic Regression, Descriptive Statistics, Exploratory Data Analysis, Regression Analysis, Model Evaluation, Statistical Methods, R Programming, Statistical Modeling, Predictive Modeling, Statistical Analysis, Biostatistics, Statistical Software, Predictive Analytics, Probability & Statistics, R (Software), Public Health, Data Preprocessing

    4.8
    Rating, 4.8 out of 5 stars
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    368 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Data Center Security Management with Microsoft System Center

    Skills you'll gain: Incident Response, Incident Management, Data Centers, Computer Security Incident Management, DevSecOps, Continuous Monitoring, System Monitoring, Threat Detection, Infrastructure Security, Microsoft Servers, IT Security Architecture, Information Technology Operations, Security Management, Payment Card Industry (PCI) Data Security Standards, Data Security, Information Systems Security, Windows Servers, IT Infrastructure, Security Information and Event Management (SIEM), Security Testing

    4.9
    Rating, 4.9 out of 5 stars
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    54 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    What is “the mind” and what is artificial intelligence?

    Skills you'll gain: Artificial Intelligence, Computational Thinking, AI literacy, Theoretical Computer Science, Computational Logic, Psychology, Computer Science, Algorithms, General Mathematics

    4.4
    Rating, 4.4 out of 5 stars
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    152 reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Fundamentos de probabilidad y aplicaciones

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Applied Mathematics, Risk Management, Risk Modeling, Statistical Modeling, Combinatorics, Statistical Analysis, Variance Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    180 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of New Mexico

    Desarrollo de Aplicaciones Web: Conceptos Básicos

    Skills you'll gain: Middleware, Application Frameworks, Web Applications, Model View Controller, Web Frameworks, Version Control, Web Development Tools, Agile Software Development, Git (Version Control System), Software Engineering, Data Store, Web Design and Development, Web Development, Software Development, Agile Methodology, Database Development, User Interface (UI), Back-End Web Development, Ruby on Rails, Javascript

    4.3
    Rating, 4.3 out of 5 stars
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    143 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Corporate Governance in US & UK: Principles & Compliance

    Skills you'll gain: Regulation and Legal Compliance, Legal Risk, Compensation Management

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    CertNexus

    Finalize a Data Science Project

    Skills you'll gain: Applied Machine Learning, Machine Learning, Machine Learning Methods, Data Storytelling, Stakeholder Engagement, Machine Learning Algorithms, Presentations, Data Presentation, Stakeholder Communications, MLOps (Machine Learning Operations), Model Training, Model Optimization, Web Applications, Continuous Deployment, Project Closure, Data-Driven Decision-Making, Solution Delivery, Data Visualization, Data Science, Communication

    Intermediate · Course · 1 - 4 Weeks

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

  • 离散数学概论 Discrete Mathematics Generality: Peking University
  • HR Management and Workforce Analytics: EDUCBA
  • Generative AI Fundamentals for Everyone: SkillsBooster Academy
  • HR Training and Talent Management: EDUCBA
  • Project Management: Planning to Control Mastery: EDUCBA
  • Logistic Regression in R for Public Health: Imperial College London
  • Data Center Security Management with Microsoft System Center: EDUCBA
  • What is “the mind” and what is artificial intelligence?: University of Colorado Boulder
  • Fundamentos de probabilidad y aplicaciones: Universidad de los Andes
  • Desarrollo de Aplicaciones Web: Conceptos Básicos: University of New Mexico

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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