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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


  • M

    Microsoft

    Ethical Selling and Market Adaptation

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    AppDynamics (Advanced)

    Skills you'll gain: Dashboard, Application Performance Management, System Monitoring, Enterprise Application Management, Performance Tuning, Performance Analysis, Management Reporting, Performance Metric, Anomaly Detection, Real Time Data, Continuous Monitoring, Root Cause Analysis, Operational Performance Management, Business Metrics, Transaction Processing, Key Performance Indicators (KPIs), Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply & Deploy XML-to-JSON Conversion Using AWS Lambda

    Skills you'll gain: Serverless Computing, API Gateway, Extensible Markup Language (XML), JSON, Amazon Web Services, Cloud Deployment, Cloud Development, Application Programming Interface (API), Cloud Applications, Restful API, Data Processing, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • 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, Supply Chain Management, Instructional Design, Learning Management Systems, Education Software and Technology, Quality Management, Educational Materials, Lean Manufacturing, Business Technologies, Augmented and Virtual Reality (AR/VR), Student Engagement, Technology Strategies, Project Management, Needs Assessment, Learning Strategies, Collaboration

    Credit offered

    Mastertrack · 6 - 12 Months

  • Status: Job Ready
    Job Ready
    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

  • Status: Job Ready
    Job Ready
    D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Natural Language Processing, Technical Communication, Embedded Systems, Digital Signal Processing, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Probability & Statistics, Generative AI, Image Analysis, Machine Learning, Deep Learning, Convolutional Neural Networks, Hardware Design, Electronic Systems, Text Mining, Electrical Engineering, Student Support and Services, Student Services

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Job Ready
    Job Ready
    U

    University of North Texas

    Bachelor of Science in General Business

    Skills you'll gain: Operations Management, Mediation, Model Evaluation, Leadership Studies, Compensation and Benefits, Organizational Change, Event Management, Grammar, Sales Process, Data Visualization, Marketing Planning, Design Thinking, Public Policies, Probability & Statistics, Global Marketing, Social Studies, Cultural Diversity, Digital Media Strategy, Music History, Nutrition and Diet

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Regression Analysis, Data Storytelling, Statistical Hypothesis Testing, Exploratory Data Analysis, Bayesian Statistics, Dimensionality Reduction, Data Analysis, Statistical Methods, Model Evaluation, Statistical Visualization, Classification And Regression Tree (CART), Supervised Learning, Network Analysis, Data Preprocessing, Web Scraping, Statistical Modeling, Python Programming

    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, Test Automation, Git (Version Control System), Software Architecture, Continuous Integration, Software Testing, Test Driven Development (TDD), Test Data, Maintainability, Test Script Development, Software Design, Usability, Web Content Accessibility Guidelines, Acceptance Testing, Angular, Agile Software Development, Sprint Retrospectives, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Analítica de Datos

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

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Continuous Deployment, Reinforcement Learning, Computer Vision, Natural Language Processing, Classification Algorithms, Biomedical Engineering, Time Series Analysis and Forecasting, Artificial Intelligence, Recurrent Neural Networks (RNNs), Responsible AI, Model Deployment, Project Management Institute (PMI) Methodology, Marketing Analytics

    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

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

  • Ethical Selling and Market Adaptation: Microsoft
  • AppDynamics (Advanced): Coursera
  • Apply & Deploy XML-to-JSON Conversion Using AWS Lambda: EDUCBA
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign
  • Master of Data Science: Illinois Institute of Technology
  • Master of Engineering in Computer Engineering: Dartmouth College
  • Bachelor of Science in General Business: University of North Texas
  • Master of Science in Data Science (Statistics): University of Leeds
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Maestría en Inteligencia Analítica de Datos: Universidad de los Andes

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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