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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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    Michigan State University

    Design and Make Infographics (Project-Centered Course)

    Skills you'll gain: Infographics, Adobe Illustrator, Graphic and Visual Design, Data Mapping, Graphic Design, Typography, Layout Design, Design Elements And Principles, Storytelling, Color Theory

    4.6
    Rating, 4.6 out of 5 stars
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    960 reviews

    Mixed · Course · 1 - 4 Weeks

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    Duke University

    Cloud Data Engineering

    Skills you'll gain: Cloud-Native Computing, Software Engineering, Distributed Computing, Cloud Storage, Extract, Transform, Load, Google Cloud Platform, Big Data, Cloud Computing, Serverless Computing, Cloud Technologies, Data Lakes, Data Pipelines, Amazon Web Services, Command-Line Interface, Python Programming, Data Governance, NumPy, Rust (Programming Language)

    4.1
    Rating, 4.1 out of 5 stars
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    91 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Real Estate Property Management

    Skills you'll gain: Property Management, Property and Real Estate, Real Estate, Commercial Real Estate, Asset Management, Property Maintenance, Operational Performance Management, Operational Efficiency, Innovation, Technology Strategies

    4.6
    Rating, 4.6 out of 5 stars
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    150 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Minnesota

    Nursing Informatics Leadership

    Skills you'll gain: Team Building, Clinical Leadership, Nursing Administration, Nursing Management, Team Leadership, Health Informatics, Education and Training, Clinical Informatics, Leadership, Professional Development, Nursing, Nurse Education, Health Care Administration, Learning Management Systems, Informatics, Health Policy, Innovation, Health Care, Interpersonal Communications, Conflict Management

    4.7
    Rating, 4.7 out of 5 stars
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    336 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, AI Product Strategy, Data Transformation, Predictive Analytics, Data Preprocessing, Machine Learning Algorithms, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    ART of the MOOC: Public Art and Pedagogy

    Skills you'll gain: Interactive Learning, Peer Review, Pedagogy, Art History, Digital pedagogy, Social Sciences, Blended Learning, Aesthetics, Creativity, Political Sciences, Community Development, Social Impact, Case Studies, Photography

    4.7
    Rating, 4.7 out of 5 stars
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    128 reviews

    Beginner · Course · 1 - 3 Months

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    University of California, Irvine

    Diversity and Inclusion for HR Professionals

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Ideation, Decision Making, Recruitment, Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    240 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Video Intelligence: Qwik Start

    Skills you'll gain: Image Analysis, Google Cloud Platform, Metadata Management, Analysis, Applied Machine Learning, Computer Vision, Cloud Storage

    Beginner · Project · Less Than 2 Hours

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    University of Minnesota

    Recommender Systems: Evaluation and Metrics

    Skills you'll gain: Model Evaluation, Decision Support Systems, Business Metrics, Performance Metric, Data Collection, Performance Measurement, Benchmarking, Data Validation, A/B Testing, User Feedback, Predictive Analytics, Product Assortment

    4.4
    Rating, 4.4 out of 5 stars
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    235 reviews

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Create Image Captioning Models

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Deep Learning, Keras (Neural Network Library), Model Evaluation, Tensorflow, Recurrent Neural Networks (RNNs)

    4.7
    Rating, 4.7 out of 5 stars
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    32 reviews

    Advanced · Course · 1 - 4 Weeks

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    Rice University

    Python Data Analysis

    Skills you'll gain: Data Manipulation, File I/O, Data Structures, Scripting, Data Import/Export, Data Analysis, Python Programming, Data Storage

    4.7
    Rating, 4.7 out of 5 stars
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    893 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build a Professional Resume using Canva

    Skills you'll gain: Applicant Tracking Systems, Professional Development, Graphic Design, Keyword Research, Business Writing, Content Creation, Personal Development, Detail Oriented, Recruitment

    4.5
    Rating, 4.5 out of 5 stars
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    917 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Design and Make Infographics (Project-Centered Course): Michigan State University
  • Cloud Data Engineering: Duke University
  • Real Estate Property Management: Coursera
  • Nursing Informatics Leadership: University of Minnesota
  • GenAI for Data Analysts: Coursera
  • ART of the MOOC: Public Art and Pedagogy: Duke University
  • Diversity and Inclusion for HR Professionals: University of California, Irvine
  • Video Intelligence: Qwik Start: Google Cloud
  • Recommender Systems: Evaluation and Metrics: University of Minnesota
  • Create Image Captioning Models: Google Cloud

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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