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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: Job Ready
    Job Ready
    I

    IIT Roorkee

    Executive MBA

    Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Brand Management, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Business Valuation, Innovation, Succession Planning, Business Process Management, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Job Ready
    Job Ready
    C

    Clemson University

    Master of Science in Computer Science

    Skills you'll gain: Human Computer Interaction, Large Language Modeling, Dimensionality Reduction, Database Design, Database Management Systems, Generative AI, MySQL, Model Evaluation, Database Theory, Software Development Methodologies, Usability, Reinforcement Learning, Data Preprocessing, Data Mining, Data Structures, Responsible AI, Algorithms, Software Engineering, Artificial Intelligence, Human Factors

    Earn a degree

    Degree · 1 - 4 Years

  • C

    Coursera

    Setup Python Geo Stack

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Customize Templates Fast

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®

    Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Network Analysis, Interactive Data Visualization, Predictive Modeling, Looker (Software), Data Visualization, Dashboard, Marketing Analytics, Cash Flows, Financial Statement Analysis, Advertising, Applied Machine Learning, Operations Research, Model Deployment, Natural Language Processing, Statistical Machine Learning, Statistical Analysis, Mathematical Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • S

    Simplilearn

    Foundations of Site Reliability Engineering Training

    Beginner · Course

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Unified Modeling Language, Version Control, Software Architecture, Agile Software Development, Test Driven Development (TDD), Git (Version Control System), Maintainability, Continuous Integration, Usability, Web Content Accessibility Guidelines, Software Design, Agile Methodology, Software Design Patterns, Angular, Software Engineering, Sprint Retrospectives, Application Design, Quality Assurance, DevOps

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    U

    University of Leeds

    Master of Science in Data Science (Statistics)

    Skills you'll gain: Data Ethics, Data Presentation, Statistical Machine Learning, Statistical Hypothesis Testing, Regression Analysis, Data Storytelling, Exploratory Data Analysis, Bayesian Statistics, Data Analysis, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Data Visualization, Web Scraping, Statistical Modeling, Linear Algebra, Python Programming, Data Preprocessing

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Job Ready
    Job Ready
    B

    Ball State University

    Master of Science in Computer Science

    Skills you'll gain: Data Ethics, Full-Stack Web Development, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Methods, Data Wrangling, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

  • Status: Job Ready
    Job Ready
    N

    Northeastern University

    Master of Science in Data Analytics Engineering

    Skills you'll gain: Data Storytelling, Text Mining, Data Warehousing, Unsupervised Learning, Database Design, Data Governance, Data Mining, Interactive Data Visualization, Generative AI, Web Scraping, Plotly, Classification Algorithms, PyTorch (Machine Learning Library), Operations Research, Supervised Learning, NoSQL, Database Theory, Exploratory Data Analysis, Time Series Analysis and Forecasting, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • N

    Northeastern University

    Data Analytics Engineering Graduate Certificate

    Credit offered

    Graduate Certificate · 6 - 12 Months

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

  • Executive MBA: IIT Roorkee
  • Master of Science in Computer Science: Clemson University
  • Setup Python Geo Stack: Coursera
  • Customize Templates Fast: Coursera
  • Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®: Universidad de los Andes
  • Foundations of Site Reliability Engineering Training: Simplilearn
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Data Science (Statistics): University of Leeds
  • Master of Science in Computer Science: Ball State University
  • Managing AI Projects That Ship and Scale: 

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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