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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: Preview
    Preview
    U

    University of Geneva

    Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques

    Skills you'll gain: Ethical Standards And Conduct, Environmental Issue, Social Justice, Policy Analysis, Case Studies, Interactive Learning, Political Sciences, Economics, Education and Training, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    627 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    Status: AI skills
    AI skills
    D

    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, LinkedIn, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    221 reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    N

    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Business Mathematics, Applied Mathematics, Business Modeling, Industrial Engineering, Business Operations, Operations Management, Resource Allocation, Business Analytics, Production Planning, Inventory Management System, Case Studies, Microsoft Excel, Scheduling, Linear Algebra, Decision Making, Portfolio Management, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    572 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: Agile Software Development, Agile Methodology, Kanban Principles, Agile Project Management, User Story, Sprint Retrospectives, Sprint Planning, Workflow Management, Performance Metric, Team Oriented, Backlogs, Performance Measurement, Lean Methodologies, Continuous Improvement Process, Prioritization, Estimation

    4.9
    Rating, 4.9 out of 5 stars
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    2.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    Imperial College London

    Digital Health

    Skills you'll gain: Health Technology, Data Visualization Software, Telehealth, Agile Methodology, Interactive Data Visualization, Patient Evaluation, Health Disparities, Health Informatics, Health Care, Health Systems, Electronic Medical Record, Interoperability, Public Health, Health Policy, Epidemiology, Tableau Software, Information Management, Digital Transformation, User Centered Design, Technology Strategies

    4.5
    Rating, 4.5 out of 5 stars
    ·
    326 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    U

    University of London

    Get Interactive: Practical Teaching with Technology

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaborative Software, Graphical Tools, Test Tools, Content Management Systems, Video Production

    4.8
    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Collaboration, Learning Strategies, Teamwork, Instructional Design, Innovation, Complex Problem Solving, Digital Transformation, Constructive Feedback, Critical Thinking and Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Capstone Assignment - CDSS 5

    Skills you'll gain: Data Mining, Deep Learning, Clinical Data Management, Health Informatics, Responsible AI, Applied Machine Learning, Feature Engineering, Machine Learning, Predictive Modeling, Artificial Intelligence, Artificial Neural Networks, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    T

    Technical University of Denmark (DTU)

    Antimicrobial resistance - theory and methods

    Skills you'll gain: Laboratory Testing, Quality Assurance, Microbiology, Infectious Diseases, Bioinformatics, Medical Laboratory, Molecular, Cellular, and Microbiology, Epidemiology, Public Health and Disease Prevention, Data Quality, Medical Science and Research, Biology, Public Health

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
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    T

    Technical University of Munich (TUM)

    From Zero to Hero - Digital Product Development From Scratch

    Skills you'll gain: Amazon Bedrock, MLOps (Machine Learning Operations), Product Development, Human Centered Design, Design Thinking, User Research, Agile Product Development, Amazon Web Services, New Product Development, Generative AI, Innovation, Machine Learning, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    50 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft PL-300 Exam Preparation and Practice

    Skills you'll gain: Power BI, Microsoft Copilot, Data Visualization Software, Data Modeling, Data Presentation, Interactive Data Visualization, Data Analysis, Microsoft Power Platform, Microsoft Azure, Data Manipulation, Data Transformation, Data Cleansing, Data Import/Export, Test Planning, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    612 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Blender Geometry Nodes – Procedural Bridge Basics

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Computer Graphics, Technical Design

    Beginner · Course · 1 - 4 Weeks

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

  • Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques: University of Geneva
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • Operations Research (1): Models and Applications: National Taiwan University
  • Introduction to Agile Development and Scrum: IBM
  • Digital Health: Imperial College London
  • Get Interactive: Practical Teaching with Technology: University of London
  • Claves para la innovación en la docencia universitaria: Universitat de Barcelona
  • Capstone Assignment - CDSS 5: University of Glasgow
  • Antimicrobial resistance - theory and methods: Technical University of Denmark (DTU)
  • From Zero to Hero - Digital Product Development From Scratch: Technical University of Munich (TUM)

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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