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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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    The University of Edinburgh

    Intellectual Humility: Practice

    Skills you'll gain: Conflict Management, Intercultural Competence, Research, Diversity Awareness, Cultural Diversity, Empathy & Emotional Intelligence, Mediation, Interpersonal Communications

    4.7
    Rating, 4.7 out of 5 stars
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    153 reviews

    Beginner · Course · 1 - 3 Months

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    Knowledge Accelerators

    The ABC's of GDPR: Protecting Privacy in an Online World

    Skills you'll gain: General Data Protection Regulation (GDPR), Information Privacy, Personally Identifiable Information, Regulatory Compliance, Law, Regulation, and Compliance, Compliance Training, Compliance Management, Legal Risk, Regulation and Legal Compliance, Data Ethics, Data Governance, Data Security, Data Management, Data Integrity, Data Processing, Accountability

    4.8
    Rating, 4.8 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Docker and Kubernetes Masterclass: From Beginner to Advanced

    Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Infrastructure, Cloud Deployment, Data Persistence, Development Environment, Configuration Management, Virtual Networking, Nginx, Software Installation, MongoDB, Service Management

    4.6
    Rating, 4.6 out of 5 stars
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    46 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Introduction to PhET Simulations for STEM Education

    Skills you'll gain: Instructional Strategies, Education Software and Technology, Mathematics Education, Teaching, Digital pedagogy, Simulations, Diversity Equity and Inclusion Initiatives, Simulation and Simulation Software, Research

    4.9
    Rating, 4.9 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 3 Months

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    Pontificia Universidad Católica del Perú

    Analítica y ciencia de datos para negocios

    Skills you'll gain: Data Preprocessing, Business Analytics, Dimensionality Reduction, Data Processing, Analytics, Data Cleansing, Data Transformation, Anomaly Detection, Project Management Life Cycle, Databases, R (Software), R Programming, Data Analysis, Data Quality, Big Data, Supervised Learning

    4.3
    Rating, 4.3 out of 5 stars
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    65 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Minnesota

    Evaluating User Interfaces

    Skills you'll gain: Usability Testing, User Interface (UI), Usability, User Research, User Acceptance Testing (UAT), UI/UX Research, Human Computer Interaction, User Interface (UI) Design, Interaction Design, Acceptance Testing, Test Planning

    4.7
    Rating, 4.7 out of 5 stars
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    276 reviews

    Mixed · Course · 1 - 3 Months

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    A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, User Research, Decision Making, Display Devices, Human Computer Interaction, Human Learning, Exercise Science, Data Collection, Human Factors Engineering, Accident Prevention, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
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    57 reviews

    Intermediate · Specialization · 3 - 6 Months

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    C

    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Lean Methodologies, Operational Efficiency, Generative AI, Data Ethics, Health Care Administration, Operations Management, AI literacy, Operational Excellence, Health Care Procedure and Regulation, Informed Consent, Project Risk Management, Process Improvement, AI Security, Healthcare Ethics, Generative AI Agents, Health Informatics

    4.4
    Rating, 4.4 out of 5 stars
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    76 reviews

    Intermediate · Specialization · 1 - 3 Months

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    National Taiwan University

    莊子─人情 (Zhuangzi─Between People)

    Skills you'll gain: Social Skills, Emotional Intelligence, Courage, Personal Development, Liberal Arts, Resilience, Self-Awareness, Cognitive flexibility, Composure, Optimism, Relationship Building, Growth Mindedness, Lifelong Learning, Open Mindset, Mindfulness, Adaptability, Stress Management

    5
    Rating, 5 out of 5 stars
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    47 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    W

    Whizlabs

    AWS: Data Analytics

    Skills you'll gain: AWS SageMaker, AWS Kinesis, Data Integration, Data Lakes, Business Intelligence Software, Business Intelligence, Apache Hive, Apache Spark, Amazon Web Services, Extract, Transform, Load, Big Data, Apache Hadoop, Real Time Data, Applied Machine Learning, Data Processing, Data Sharing, Serverless Computing, Data Transformation

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    E

    EDUCBA

    Bank Credit Analysis & Portfolio Management

    Skills you'll gain: Financial Statement Analysis, Credit Risk, Financial Statements, Lending and Underwriting, Commercial Lending, Bank Regulations, Financial Analysis, General Lending, Banking, Risking, Portfolio Risk, Banking Services, Commercial Banking, Loans, Loan Origination, Loan Documentation, Regulatory Compliance, Portfolio Management, Financial Regulation, Working Capital

    4.9
    Rating, 4.9 out of 5 stars
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    56 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Michigan

    Fundamentals of Data Analytics in the Public Sector with R

    Skills you'll gain: Data Visualization, Statistical Visualization, Surveys, Tidyverse (R Package), Data Analysis, Demography, Public Administration, R (Software), Policy Analysis, Public Policies, R Programming, Statistical Programming, Analytics, Data Transformation, Programming Principles, Data Manipulation

    4.5
    Rating, 4.5 out of 5 stars
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    62 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Intellectual Humility: Practice: The University of Edinburgh
  • The ABC's of GDPR: Protecting Privacy in an Online World: Knowledge Accelerators
  • Docker and Kubernetes Masterclass: From Beginner to Advanced: Packt
  • Introduction to PhET Simulations for STEM Education: University of Colorado Boulder
  • Analítica y ciencia de datos para negocios: Pontificia Universidad Católica del Perú
  • Evaluating User Interfaces: University of Minnesota
  • Human Factors & Usability Engineering: Designing for Humans: Arizona State University
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • 莊子─人情 (Zhuangzi─Between People): National Taiwan University
  • AWS: Data Analytics: Whizlabs

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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