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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


  • 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, Software Testing, Git (Version Control System), Software Architecture, Continuous Integration, Test Driven Development (TDD), Maintainability, Test Script Development, Acceptance Testing, Software Design, Regression Testing, Agile Methodology, Angular, Usability, Software Engineering, Web Content Accessibility Guidelines, Application Design, Software Design Patterns

    Credit offered

    Mastertrack · 6 - 12 Months

  • P

    Pontificia Universidad Católica de Chile

    Magíster en Ciencia de Datos

    Skills you'll gain: Revenue Management, Data Ethics, Database Design, Customer Analysis, Descriptive Analytics, Large Language Modeling, Statistical Reporting, People Analytics, FinTech, Spatial Data Analysis, Predictive Analytics, Social Determinants Of Health, Unsupervised Learning, Gerontology, Digital Transformation, Cloud Security, Biostatistics, Risk Analysis, Time Series Analysis and Forecasting, Bayesian Statistics

    Earn a degree

    Degree · 1 - 4 Years

  • 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, Management Accounting, Business Process Management, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Cash Management, Revenue Management

    Earn a degree

    Degree · 1 - 4 Years

  • G

    Google Cloud

    Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기

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

    Intermediate · Course · 1 - 4 Weeks

  • 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, Embedded Software, Distributed Computing, Recurrent Neural Networks (RNNs), Probability & Statistics, Generative AI, Machine Learning, Deep Learning, Image Analysis, Convolutional Neural Networks, Digital Signal Processing, Hardware Design, Electronic Systems, Text Mining, Student Support and Services, Student Services, System Design and Implementation

    Earn a degree

    Degree · 1 - 4 Years

  • Status: Free Trial
    Free Trial
    C

    Coursera

    API Development and Model Serving

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Power Electronics Graduate Certificate

    Skills you'll gain: Computer Vision, Power Electronics, Convolutional Neural Networks, Display Devices, Control Systems, Image Analysis, Computer Displays, Tensorflow, Electronic Systems, Deep Learning, Systems Design, Debugging, Artificial Neural Networks, Electrical Engineering, USB, Semiconductors, Technical Design, electromagnetics, Electrical Systems, Computer Programming Tools

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • 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, Statistical Methods, Data Wrangling, Theoretical Computer Science, Application Security, 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

  • 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

  • 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, Event-Driven Programming, Git (Version Control System), Web Applications, Incident Response, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • 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

  • 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

  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • Magíster en Ciencia de Datos: Pontificia Universidad Católica de Chile
  • Executive MBA: IIT Roorkee
  • Google Cloud 에서 스트리밍 데이터 파이프라인 빌드하기: Google Cloud
  • Master of Engineering in Computer Engineering: Dartmouth College
  • API Development and Model Serving: Coursera
  • Power Electronics Graduate Certificate: University of Colorado Boulder
  • Master of Science in Computer Science: Ball State University
  • Master of Science in Computer Science: Clemson University
  • Graduate Diploma in Computer Science: University of London

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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