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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


  • N

    Northeastern University

    Data Analytics Engineering Graduate Certificate

    Graduate Certificate · 6 - 12 Months

  • Multiple educators

    Managing AI Projects That Ship and Scale

    Beginner · Specialization

  • U

    Universidad de los Andes

    Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®

    Skills you'll gain: User Story, Test Driven Development (TDD), Unified Modeling Language, Software Testing, Test Automation, Version Control, Continuous Integration, Software Architecture, JavaScript Frameworks, Usability, Maintainability, Software Design, Web Content Accessibility Guidelines, Test Script Development, Application Frameworks, Regression Testing, Test Data, Angular, Software Design Patterns, Application Design

    Mastertrack · 6 - 12 Months

  • P

    Packt

    iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit

    Skills you'll gain: Core Data (Software), iOS Development, UI Components, Data Store, Payment Systems, Maintainability, User Interface and User Experience (UI/UX) Design, Cloud Storage

    Intermediate · Course · 1 - 4 Weeks

  • O

    O.P. Jindal Global University

    MBA Business Analytics

    Skills you'll gain: Data Storytelling, Operations Management, Design Thinking, Data Visualization, Active Listening, Business Ethics, Working Capital, Database Management, Sampling (Statistics), Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Business Analytics, Predictive Modeling, Marketing Management, Financial Accounting, Predictive Analytics, Human Resources Management and Planning, Internet Of Things, Big Data

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • I

    Illinois Institute of Technology

    Master of Data Science

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

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • U

    University of London

    Graduate Diploma in Computer Science

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

    Graduate Certificate · 6 - 12 Months

  • B

    Ball State University

    Master of Science in Data Science

    Skills you'll gain: Data Ethics, Graph Theory, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Financial Statement Analysis, Statistical Hypothesis Testing, Statistical Methods, Spatial Data Analysis, Cryptography, Object Oriented Programming (OOP), SAS (Software), Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing

    Degree · 1 - 4 Years

    Category: 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, Machine Learning Algorithms, Supervised Learning, File Systems, SQL, Software Engineering, Data Visualization, Statistical Methods, Theoretical Computer Science, Cryptography, Object Oriented Programming (OOP), SAS (Software), Statistical Hypothesis Testing, Text Mining, Artificial Intelligence, Predictive Modeling, Data Science, Natural Language Processing

    Degree · 1 - 4 Years

    Category: Job Ready
    Job Ready
  • U

    University of Illinois at Urbana-Champaign

    Instructional Design MasterTrack® Certificate

    Skills you'll gain: Operations Management, Supply Chain, Continuous Improvement Process, Change Control, Operations, Process Improvement, Supply Chain Planning, Process Improvement and Optimization, Supply Chain Management, Education Software and Technology, Instructional Design, Learning Management Systems, Process Analysis, Wholesaling, Quality Management, Augmented and Virtual Reality (AR/VR), Digital pedagogy, System Implementation, Solution Design, Virtual Reality

    Mastertrack · 6 - 12 Months

  • U

    Universidad de los Andes

    Maestría en Inteligencia Artificial

    Skills you'll gain: Real-Time Operating Systems, Semantic Web, Unsupervised Learning, LangChain, Cloud-Native Computing, Model Evaluation, Continuous Deployment, Reinforcement Learning, Data Storytelling, Computer Vision, Deep Learning, Systems Thinking, Biomedical Engineering, Artificial Intelligence, Natural Language Processing, Classification Algorithms, Marketing Analytics, Data Ethics, Fine-tuning, Financial Data

    Degree · 1 - 4 Years

  • U

    University of Colorado Boulder

    Semiconductor Photonics Graduate Certificate

    Skills you'll gain: Semiconductors, Power Electronics, Display Devices, Control Systems, Computer Displays, Systems Design, Technical Design, Model Optimization, Electronic Systems, Electronics, Electrical Engineering, USB, Electrical Power, Electronic Components, Materials science, electromagnetics, Electronics Engineering, Electrical and Computer Engineering, Engineering, Scientific, and Technical Instruments, Image Quality

    Graduate Certificate · 6 - 12 Months

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

  • Data Analytics Engineering Graduate Certificate: Northeastern University
  • Managing AI Projects That Ship and Scale: 
  • Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
  • iOS 16 SwiftUI 3 Loan Tracker MVVM, CoreData, and CloudKit: Packt
  • MBA Business Analytics: O.P. Jindal Global University
  • Master of Data Science: Illinois Institute of Technology
  • Graduate Diploma in Computer Science: University of London
  • Master of Science in Data Science: Ball State University
  • Master of Science in Computer Science: Ball State University
  • Instructional Design MasterTrack® Certificate: University of Illinois at Urbana-Champaign

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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