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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


  • U

    University of Pittsburgh

    Master of Data Science

    Skills you'll gain: Retrieval-Augmented Generation, LLM Application, Tool Calling, Data Visualization, Predictive Modeling, Database Design, Large Language Modeling, Database Management, Databases, Model Evaluation, Web Services, Data Ethics, Apache Spark, Bayesian Statistics, NoSQL, Data Visualization Software, Linear Algebra, Data Governance, Regression Analysis, Data Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    University of London

    Graduate Certificate in Computer Science

    Skills you'll gain: Virtual Reality, Game Design, Full-Stack Web Development, Mobile Development, Human Computer Interaction, Agile Software Development, Animations, Data Ethics, Model Evaluation, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Combinatorics, Database Design, Data Visualization, Web Development, Generative AI

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Operations, Process Improvement, Education Software and Technology, Supply Chain Management, Instructional Design, Learning Management Systems, Digital pedagogy, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Project Management, Needs Assessment, Learning Strategies, Collaboration, Emerging Technologies

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    University of Colorado Boulder

    Engineering Management Graduate Certificate

    Skills you'll gain: User Story, Supplier Management, Project Schedules, Sustainability Reporting, Project Closure, Project Scoping, Financial Analysis, Milestones (Project Management), Engineering Management, Financial Statement Analysis, Cost Estimation, Personal Development, Team Leadership, Stakeholder Analysis, Resilience, Agile Project Management, Capital Budgeting, Self-Awareness, Project Risk Management, Financial Modeling

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • U

    University of Illinois at Urbana-Champaign

    Master of Computer Science (feat. Data Science Track)

    Earn a degree

    Degree · 1 - 4 Years

  • I

    Illinois Institute of Technology

    Master of Data Science

    Skills you'll gain: Database Design, Statistical Analysis, Time Series Analysis and Forecasting, Relational Databases, Database Systems, Data Analysis, Database Management, NoSQL, Database Theory, Databases, Database Development, SQL, Big Data, Model Evaluation, Apache Hadoop, Recurrent Neural Networks (RNNs), Database Management Systems, Bayesian Statistics, Statistical Inference, Technical Communication

    Earn a degree

    Degree · 1 - 4 Years

  • 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

  • U

    Universidad de los Andes

    Maestría en Ingeniería de Software

    Skills you'll gain: Supervised Learning, User Story, Sprint Planning, Data Presentation, Unsupervised Learning, LLM Application, Process Analysis, Cloud-Native Computing, Software Testing, Technology Strategies, Web Content Accessibility Guidelines, Maintainability, API Design, Classification Algorithms, Dashboard, Site Reliability Engineering, Deep Learning, Game Design, Design Thinking, Time Series Analysis and Forecasting

    Earn a degree

    Degree · 1 - 4 Years

  • N

    Northeastern University

    Master of Science in Information Systems

    Skills you'll gain: Database Design, Software Quality Assurance, Enterprise Architecture, Open Web Application Security Project (OWASP), Data Governance, Database Theory, User Research, Stakeholder Engagement, Algorithms, Agile Software Development, Software Development Life Cycle, Unified Modeling Language, Software Architecture, Cybersecurity, Responsive Web Design, Java, Cascading Style Sheets (CSS), Agile Methodology, Object Oriented Programming (OOP), Data Ethics

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

    Skills you'll gain: Dataflow, Apache Kafka, Data Pipelines, Real Time Data, Extract, Transform, Load, Big Data, Google Cloud Platform, Managed Services, Data Processing, Cloud Services, Data Transformation, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Data Presentation, Unsupervised Learning, LLM Application, Reinforcement Learning, Cloud-Native Computing, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Site Reliability Engineering, Deep Learning, Time Series Analysis and Forecasting, Artificial Intelligence, Agile Project Management, Data Ethics, Model Deployment, Responsible AI

    Earn a degree

    Degree · 1 - 4 Years

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Graph Theory, Data Collection, Supervised Learning, Software Development Methodologies, File Systems, SQL, Unsupervised Learning, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Object Oriented Programming (OOP), Spatial Analysis, SAS (Software), Text Mining, Financial Data, Artificial Intelligence, Logistic Regression, Statistical Programming, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

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

  • Master of Data Science: University of Pittsburgh
  • Graduate Certificate in Computer Science: University of London
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Engineering Management Graduate Certificate: University of Colorado Boulder
  • Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
  • Master of Data Science: Illinois Institute of Technology
  • Master of Science in Data Analytics Engineering: Northeastern University
  • Maestría en Ingeniería de Software: Universidad de los Andes
  • Master of Science in Information Systems: Northeastern University
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: 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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