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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: Hands-On Projects
    Hands-On Projects
    I

    IIT Guwahati

    Bachelor of Science in Data Science & AI

    Skills you'll gain: Package and Software Management, Social Network Analysis, Time Series Analysis and Forecasting, Cloud Computing Architecture, Linear Algebra, Data Structures, Data Warehousing, Data Visualization, Model Evaluation, Database Management, Database Theory, Algorithms, Deep Learning, Portfolio Management, Oral Comprehension, C (Programming Language), Spreadsheet Software, Matplotlib, R Programming, Artificial Intelligence

    Earn a degree

    Degree · 1 - 4 Years

  • P

    Pontificia Universidad Católica de Chile

    Certificado en Introducción a la Ciencia de Datos

    Skills you'll gain: Predictive Analytics, Unsupervised Learning, Data Cleansing, Plot (Graphics), Matplotlib, Model Evaluation, Regression Analysis, Dimensionality Reduction, Descriptive Analytics, Supervised Learning, Visualization (Computer Graphics), Exploratory Data Analysis, Data Analysis, Data Science, Scientific Visualization, Pandas (Python Package), Data Visualization, Data-Driven Decision-Making, Time Series Analysis and Forecasting, Predictive Modeling

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Supervised Learning, Semantic Web, Unsupervised Learning, Data Presentation, LLM Application, Cloud-Native Computing, Computer Vision, Reinforcement Learning, Natural Language Processing, Classification Algorithms, Site Reliability Engineering, Project Risk Management, Biomedical Engineering, Artificial Intelligence, Time Series Analysis and Forecasting, Recurrent Neural Networks (RNNs), Marketing Analytics, Data Ethics, Model Deployment

    Earn a degree

    Degree · 1 - 4 Years

  • 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 London

    Graduate Diploma 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

  • Status: Hands-On Projects
    Hands-On Projects
    U

    University of Huddersfield

    BSc Data Science

    Skills you'll gain: Linear Algebra, Computational Logic, Graph Theory, Statistical Software, Theoretical Computer Science, Integral Calculus, Matplotlib, Data Structures, Calculus, R Programming, Logical Reasoning, Differential Equations, Data Visualization Software, Applied Mathematics, Bayesian Statistics, Advanced Mathematics, Python Programming, Data Analysis, Mathematical Modeling, Numerical Analysis

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

    Skills you'll gain: Social Network Analysis, Data Presentation, Data Storytelling, Systems Thinking, Unsupervised Learning, Deep Learning, Computer Vision, Reinforcement Learning, Natural Language Processing, Predictive Modeling, Time Series Analysis and Forecasting, Project Management Life Cycle, Logistic Regression, Marketing Analytics, MLOps (Machine Learning Operations), Descriptive Analytics, Strategic Decision-Making, Simulations, Operations Research, Statistical Machine Learning

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Hands-On Projects
    Hands-On Projects
    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, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Data Wrangling, Logistic Regression, SAS (Software), Object Oriented Programming (OOP), Spatial Analysis, Text Mining, Artificial Intelligence, Statistical Programming, Natural Language Processing

    Earn a degree

    Degree · 1 - 4 Years

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Version Control, Software Testing, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, System Testing, Software Design, Agile Methodology, Acceptance Testing, Test Script Development, Angular, Usability, Software Engineering, Web Content Accessibility Guidelines, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Hands-On Projects
    Hands-On Projects
    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

    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

  • Status: Hands-On Projects
    Hands-On Projects
    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

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

  • Bachelor of Science in Data Science & AI: IIT Guwahati
  • Certificado en Introducción a la Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Maestría en Inteligencia Artificial: Universidad de los Andes
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Graduate Diploma in Computer Science: University of London
  • BSc Data Science: University of Huddersfield
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes
  • Master of Science in Data Science: Ball State University
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Master of Science in Data Analytics Engineering: Northeastern University

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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