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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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    National Taiwan University

    機器人學一 (Robotics (1))

    Skills you'll gain: Robotics, Machine Controls, Mechanics, Automation Engineering, Linear Algebra, Engineering Calculations, Applied Mathematics, Control Systems, Mathematical Modeling, Spatial Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 3 Months

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    National Taiwan University

    發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology)

    Skills you'll gain: Child Development, Research Methodologies, Research Design, Research, Human Development, Learning Theory, Human Learning, Data Collection, Psychology, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
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    92 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    C

    Cloudera

    Foundations for Big Data Analysis with SQL

    Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Big Data, Database Systems, NoSQL, Operational Databases, Data Warehousing, Data Management, Virtual Machines, Data Storage, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Workday

    Workday Human Capital Management for Business Users

    Skills you'll gain: Workday (Software), Human Capital, HR Tech, Human Resources Information System (HRIS), People Analytics, Learning Management Systems, Staff Management, Business Reporting, Business Process, Compensation Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    116 reviews

    Beginner · Course · 1 - 3 Months

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    U

    University of Colorado System

    AI Agents in Healthcare and Capstone

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Agentic Workflows, AI Enablement, Artificial Intelligence, Healthcare Ethics, AI Workflows, AI Security, AI Orchestration, Applied Machine Learning, Health Technology, AI Personalization, Health Systems, Solution Design, Predictive Modeling, Predictive Analytics

    Beginner · Course · 1 - 4 Weeks

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    J

    Johns Hopkins University

    Trustworthy AI: Managing Bias, Ethics, and Accountability

    Skills you'll gain: Responsible AI, Data Ethics, Business Ethics, AI Security, Accountability, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Case Studies, Legal Risk, Risk Mitigation, Law, Regulation, and Compliance, Decision Making, Workforce Management, Information Privacy, Analysis, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Responsible Generative AI

    Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Compliance Management, Consumer Behaviour, AI Enablement, Social Impact, Business Risk Management, Business Operations, Data Ethics, AI Product Strategy, Artificial Intelligence, Risk Analysis, Automation, Stakeholder Management, Human Resources, Leadership and Management, Risk Management

    4.7
    Rating, 4.7 out of 5 stars
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    304 reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Colorado System

    Providing Social, Emotional, Behavioral, and Special Education Services in School

    Skills you'll gain: Individualized Education Programs (IEP), Special Education, School Psychology, Case Studies, Empathy & Emotional Intelligence, School Counseling, Community Mental Health Services, Student Support and Services, Social and Human Services, Mental Health, Preventative Care, Health Promotion, Behavior Management, Positive Behavior Support, Crisis Intervention

    4.8
    Rating, 4.8 out of 5 stars
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    895 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Precalculus: Mathematical Modeling

    Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Analytical Skills, Statistics, Systems Of Measurement, Correlation Analysis, Regression Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    95 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Introduction to High-Performance and Parallel Computing

    Skills you'll gain: Bash (Scripting Language), Scalability, Distributed Computing, Big Data, Operating Systems, File Systems, Linux, Scripting, Command-Line Interface, Performance Tuning, Programming Principles, Computer Architecture

    Build toward a degree

    3.7
    Rating, 3.7 out of 5 stars
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    150 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Macquarie University

    Cyber Security: DevOps

    Skills you'll gain: AI Security, Responsible AI, Cryptography, DevSecOps, Encryption, Secure Coding, Data Security, Cybersecurity, Network Security, Public Key Infrastructure, Data Encryption Standard, Security Engineering, Software Architecture, Cyber Security Strategy, Cloud Security, CI/CD, Security Awareness, Artificial Intelligence and Machine Learning (AI/ML), Security Controls, Software Development

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    IBM

    Project: Generative AI Applications with RAG and LangChain

    Skills you'll gain: Vector Databases, LLM Application, Retrieval-Augmented Generation, Generative AI, Embeddings, Document Management, Natural Language Processing, User Interface (UI)

    4.8
    Rating, 4.8 out of 5 stars
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    185 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • 機器人學一 (Robotics (1)): National Taiwan University
  • 發展心理學:哲學觀與方法論 (Developmental Psychology: Philosophical Bases and Methodology): National Taiwan University
  • Foundations for Big Data Analysis with SQL: Cloudera
  • Workday Human Capital Management for Business Users: Workday
  • AI Agents in Healthcare and Capstone: University of Colorado System
  • Trustworthy AI: Managing Bias, Ethics, and Accountability: Johns Hopkins University
  • Responsible Generative AI: University of Michigan
  • Providing Social, Emotional, Behavioral, and Special Education Services in School: University of Colorado System
  • Precalculus: Mathematical Modeling: Johns Hopkins University
  • Introduction to High-Performance and Parallel Computing: 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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