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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    The University of Edinburgh

    Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life

    Skills you'll gain: Self-Awareness, Personal Development, Psychology, Research, Empathy, Cultural Diversity, Mindfulness

    4.7
    Rating, 4.7 out of 5 stars
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    812 reviews

    Beginner · Course · 1 - 3 Months

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    Deep Teaching Solutions

    Making Math Click: Understand Math Without Fear

    Skills you'll gain: Differentiated Instruction, Willingness To Learn, Persistence, Learning Theory, Critical Thinking and Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    Meta

    What is the Metaverse?

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Virtual Reality, Augmented Reality, Virtual Environment, Digital Assets, Healthcare Ethics, Virtual Teams, E-Commerce, Collaborative Software, Blockchain, Diversity and Inclusion, Emerging Technologies, Research and Design, Education and Training, New Product Development, Content Creation, Communication, Economics, Safety and Security

    4.6
    Rating, 4.6 out of 5 stars
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    1K reviews

    Beginner · Course · 1 - 3 Months

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    The University of Edinburgh

    Intellectual Humility: Theory

    Skills you'll gain: Self-Awareness, Curiosity, Open Mindset, Cognitive flexibility, Emotional Intelligence, Ethical Standards And Conduct, Learning Theory, Psychology, Psychological Evaluations, Surveys, Software Testing

    4.5
    Rating, 4.5 out of 5 stars
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    374 reviews

    Beginner · Course · 1 - 3 Months

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    National Taiwan University

    職場素養 (Professionalism)

    Skills you'll gain: Professional Development, Professionalism, Verbal Communication Skills, Communication, Emotional Intelligence, Communication Strategies, Personal Development, Empathy & Emotional Intelligence, Self-Awareness, Workplace inclusivity, Executive Presence, Interpersonal Communications, Business Communication, Lifelong Learning, Non-Verbal Communication, Empathy

    4.8
    Rating, 4.8 out of 5 stars
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    431 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Data Balancing with Gen AI: Credit Card Fraud Detection

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Fraud detection, Keras (Neural Network Library), Tensorflow, Data Preprocessing, Deep Learning, Dimensionality Reduction, Exploratory Data Analysis, Anomaly Detection, Data Visualization, Data Synthesis, Python Programming

    4.1
    Rating, 4.1 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    University of Maryland, College Park

    Digital Marketing Analytics

    Skills you'll gain: Pay Per Click Advertising, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Digital Marketing, Data-Driven Decision-Making, A/B Testing, Data Analysis, Contextual Advertising, Big Data, Key Performance Indicators (KPIs), Customer Data Management, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Consumer Behaviour, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Introduction to Acoustics (Part 2)

    Skills you'll gain: Vibrations, Engineering Design Process, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Applied Mathematics, Differential Equations, Mechanics, Calculus, Physics

    4.7
    Rating, 4.7 out of 5 stars
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    46 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    ML Pipelines on Google Cloud - 한국어

    Skills you'll gain: CI/CD, Apache Airflow, Data Pipelines, MLOps (Machine Learning Operations), Google Cloud Platform, Tensorflow, Continuous Integration, Kubernetes, Metadata Management, Machine Learning Methods, Continuous Deployment, AI Orchestration, Model Deployment, AI Workflows, Applied Machine Learning, Model Evaluation, Containerization, Cloud Storage, Data Validation

    Advanced · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Conceptos y Herramientas para la Física Universitaria

    Skills you'll gain: Integral Calculus, Calculus, Graphing, Mechanics, Physics, Mathematical Modeling, Advanced Mathematics, Applied Mathematics, Linear Algebra, Trigonometry, Geometry, Derivatives

    4.5
    Rating, 4.5 out of 5 stars
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    428 reviews

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud AI Infrastructure

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, Hardware Architecture, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Performance Tuning, Computer Hardware, MLOps (Machine Learning Operations), Cloud Platforms, Computing Platforms, Interoperability, Artificial Intelligence, Product Demonstration, Performance Improvement, Benchmarking, Systems Architecture

    4.3
    Rating, 4.3 out of 5 stars
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    21 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    640 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Know Thyself - The Value and Limits of Self-Knowledge: The Examined Life: The University of Edinburgh
  • Making Math Click: Understand Math Without Fear: Deep Teaching Solutions
  • What is the Metaverse?: Meta
  • Intellectual Humility: Theory: The University of Edinburgh
  • 職場素養 (Professionalism) : National Taiwan University
  • Data Balancing with Gen AI: Credit Card Fraud Detection: Coursera
  • Digital Marketing Analytics: University of Maryland, College Park
  • Introduction to Acoustics (Part 2): Korea Advanced Institute of Science and Technology(KAIST)
  • ML Pipelines on Google Cloud - 한국어: Google Cloud
  • Conceptos y Herramientas para la Física Universitaria: Tecnológico de Monterrey

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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