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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


  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Genomic Data Science and Clustering (Bioinformatics V)

    Skills you'll gain: Bioinformatics, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Machine Learning Algorithms, Taxonomy, Data Mining, Data Preprocessing, Machine Learning, Data Analysis Software, Life Sciences, Anthropology, Statistical Methods

    4.1
    Rating, 4.1 out of 5 stars
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    94 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    G

    Georgia Institute of Technology

    Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion

    Skills you'll gain: Mechanics, Mechanical Engineering, Engineering Analysis, Torque (Physics), Engineering Calculations, Engineering, Systems Engineering, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Integral Calculus, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
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    748 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    University of Rochester

    Fundamentals of Audio and Music Engineering: Part 1 Musical Sound & Electronics

    Skills you'll gain: Basic Electrical Systems, Music, Electrical Engineering, Electronics, Electronic Components, Electronic Hardware, Electronics Engineering, Electronic Systems, Music Theory, Electrical Systems, Hardware Design, Electrical Wiring, Vibrations, General Construction and Construction Labor, Engineering Analysis, Engineering Calculations

    4.6
    Rating, 4.6 out of 5 stars
    ·
    597 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    DevOps Platforms & Source Control

    Skills you'll gain: Azure DevOps, Terraform, DevOps, Azure DevOps Pipelines, Infrastructure as Code (IaC), Kubernetes, CI/CD, Enterprise Architecture, GitHub, Governance, Microsoft Azure, Role-Based Access Control (RBAC), Workflow Management, Release Management, Generative AI Agents, Git (Version Control System), Code Review, IT General Controls (ITGC), Identity and Access Management, Capacity Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modeling and Predicting Climate Anomalies

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Machine Learning Methods, Statistical Modeling, Dimensionality Reduction, Unsupervised Learning, Machine Learning Algorithms, Applied Machine Learning, Machine Learning, Data Science, Environmental Policy, Data Analysis, Climate Change Programs, Energy and Utilities, Data Visualization, Pandas (Python Package), Environmental Issue, Climate Change Mitigation

    4.2
    Rating, 4.2 out of 5 stars
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    15 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Illinois Tech

    Introduction to Data Science Techniques

    Skills you'll gain: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Machine Learning Algorithms, Model Evaluation, Data Visualization, Data Science, Exploratory Data Analysis, Data Presentation, Statistical Programming, Statistical Methods, Statistical Machine Learning, Analysis, Statistical Modeling, Applied Machine Learning, R (Software), R Programming, Statistical Software, Forecasting, Machine Learning

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
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    22 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    DeepLearning.AI

    Device-based Models with TensorFlow Lite

    Skills you'll gain: Model Optimization, Model Deployment, iOS Development, Apple iOS, Android Development, Tensorflow, Swift Programming, Model Training, Mobile Development, Embedded Systems, Computer Vision, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    655 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Music Education for Teachers

    Skills you'll gain: Music Theory, Musical Composition, Music, Developing Training Materials, Instrumental Music, Peer Review, Education Software and Technology, Music Performance, Teaching, Classroom Management, Performing Arts, Storytelling, Digital pedagogy, Cultural Responsiveness, Post-Production, Media Production, Active Listening, Writing, Creativity, Collaboration

    4.8
    Rating, 4.8 out of 5 stars
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    3K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    GenAI Enhanced Financial Analysis

    Skills you'll gain: Financial Forecasting, Financial Analysis, Financial Statement Analysis, Variance Analysis, Financial Acumen, Financial Statements, Data Transformation, Forecasting, Power BI, Data Quality, Data Governance, Financial Data, Data Wrangling, Dashboard Creation, Revenue Forecasting, Dashboard, Time Series Analysis and Forecasting, Model Evaluation, Business Reporting, Data Presentation

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    Status: Free Trial
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    C

    Coursera

    Advanced Data Visualization and Reporting

    Skills you'll gain: Dashboard Creation, Dashboard, Data Storytelling, Tableau Software, Data Modeling, Data Visualization, Data Presentation, Statistical Visualization, Interactive Data Visualization, Business Reporting, Business Intelligence, Data Visualization Software, Plot (Graphics), Key Performance Indicators (KPIs), Business Metrics, Analytics, Performance Measurement, Data Analysis, Business Analytics, Data Validation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Introduction to Time Value of Money (TVM)

    Skills you'll gain: Loans, Finance, Excel Formulas, General Lending, Microsoft Excel, General Finance, Financial Management, Financial Analysis, Financial Planning, Business Mathematics, Spreadsheet Software, Cash Flows, Investments, Timelines, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    971 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    N

    Nanjing University

    Chinese Culture and Contemporary China

    Skills you'll gain: Music, Music History, World Music, Social Studies, Cultural Sensitivity, Cultural Responsiveness, Ancient History, Media and Communications, Art History, Language Learning, Cultural Diversity, Liberal Arts, Aesthetics, Social Sciences, Electronic Media, Intercultural Competence, Performing Arts, Anthropology, Sociology, Nutrition and Diet

    4.6
    Rating, 4.6 out of 5 stars
    ·
    531 reviews

    Beginner · Course · 1 - 3 Months

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

  • Genomic Data Science and Clustering (Bioinformatics V): University of California San Diego
  • Engineering Systems in Motion: Dynamics of Particles and Bodies in 2D Motion: Georgia Institute of Technology
  • Fundamentals of Audio and Music Engineering: Part 1 Musical Sound & Electronics: University of Rochester
  • DevOps Platforms & Source Control: Microsoft
  • Modeling and Predicting Climate Anomalies: University of Colorado Boulder
  • Introduction to Data Science Techniques: Illinois Tech
  • Device-based Models with TensorFlow Lite: DeepLearning.AI
  • Music Education for Teachers: Berklee
  • GenAI Enhanced Financial Analysis: Microsoft
  • Advanced Data Visualization and Reporting: Coursera

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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