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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


  • Y

    Yonsei University

    Hands-on Text Mining and Analytics

    Skills you'll gain: Text Mining, Data Preprocessing, Natural Language Processing, Classification Algorithms, Data Analysis, Java, Unsupervised Learning, Machine Learning Methods, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Basics of Inclusive Design for Online Education

    Skills you'll gain: Web Content Accessibility Guidelines, Learning Management Systems, Instructional Design, Disabilities, Visual Impairment Education, Document Management, Technical Communication, Microsoft Office, Image Analysis

    4.5
    Rating, 4.5 out of 5 stars
    ·
    84 reviews

    Beginner · Course · 1 - 3 Months

  • D

    Duke University

    Data Engineering with Rust

    Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Amazon Web Services, Data Structures, Secure Coding, Data Processing, API Gateway, Cloud Applications, Real Time Data, Data Manipulation, System Programming, Encryption, Python Programming, Command-Line Interface, Software Testing

    3.5
    Rating, 3.5 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • T

    The University of North Carolina at Chapel Hill

    Reasoning Across the Disciplines

    Skills you'll gain: Chemistry, Social Sciences, Legal Research, Case Law, World History, Liberal Arts, Psychology, Case Studies, Research

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Irvine

    Identifying, Attracting, and Growing Your Digital Audience

    Skills you'll gain: Persona Development, Target Audience, Social Media Strategy, Customer experience strategy (CX), Digital Marketing, Customer Acquisition Management, Marketing Strategy and Techniques, Customer Engagement, Social Media, Marketing, Value Propositions, Brand Management, E-Commerce, Mobile Banking, Branding, Experience Design

    4.7
    Rating, 4.7 out of 5 stars
    ·
    303 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    Edureka

    Securing AI Systems

    Skills you'll gain: AI Security, Responsible AI, Incident Response, Application Security, Security Engineering, Threat Modeling, Cybersecurity, MLOps (Machine Learning Operations), Information Systems Security, Security Strategy, Continuous Monitoring, Identity and Access Management, Cloud Security, Vulnerability Assessments, Threat Detection, Artificial Intelligence, Model Deployment, Machine Learning, Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    CompTIA Exam Prep

    Skills you'll gain: Network Troubleshooting, Hardware Troubleshooting, Network Administration, Desktop Support, System Support, Technical Support, Help Desk Support, Cloud Services, Security Management, Operating Systems, Computer Hardware

    3.3
    Rating, 3.3 out of 5 stars
    ·
    109 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Erasmus University Rotterdam

    Enjoyable Econometrics

    Skills you'll gain: Econometrics, Data Collection, Probability & Statistics, Regression Analysis, Survey Creation, Statistics, Quantitative Research, Descriptive Statistics, Data Literacy, Time Series Analysis and Forecasting, Statistical Analysis, Model Evaluation

    4.1
    Rating, 4.1 out of 5 stars
    ·
    141 reviews

    Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Generative AI and Model Selection

    Skills you'll gain: Generative Model Architectures, Generative AI, Model Deployment, Model Evaluation, Prompt Engineering, Applied Machine Learning, LLM Application, Retrieval-Augmented Generation, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Líder de IA generativa (Generative AI Leader)

    Skills you'll gain: Prompt Engineering, Responsible AI, Google Gemini, Generative AI, Google Cloud Platform, AI Workflows, Google Workspace, AI Enablement, AI Orchestration, AI Product Strategy, AI Security, Agentic Workflows, Large Language Modeling, Strategic Planning, Artificial Intelligence, Unstructured Data, Cloud Platforms, Artificial Intelligence and Machine Learning (AI/ML), Cloud Computing, Collaboration

    4.9
    Rating, 4.9 out of 5 stars
    ·
    181 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Nacional Autónoma de México

    Cursos en línea: modelo para armar

    Skills you'll gain: Learning Management Systems, Education Software and Technology, End User Training and Support, Interactive Design, Digital pedagogy, Content Management, Quality Assurance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    244 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Data Security

    Skills you'll gain: Key Management, Data Security, Cryptography, Encryption, Cybersecurity, Network Security, Security Information and Event Management (SIEM), Network Monitoring, Information Assurance, Network Analysis, Intrusion Detection and Prevention, Event Monitoring, Continuous Monitoring, Threat Detection

    4.8
    Rating, 4.8 out of 5 stars
    ·
    63 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Hands-on Text Mining and Analytics: Yonsei University
  • Basics of Inclusive Design for Online Education: University of Colorado Boulder
  • Data Engineering with Rust: Duke University
  • Reasoning Across the Disciplines: The University of North Carolina at Chapel Hill
  • Identifying, Attracting, and Growing Your Digital Audience: University of California, Irvine
  • Securing AI Systems: Edureka
  • CompTIA Exam Prep: LearnQuest
  • Enjoyable Econometrics: Erasmus University Rotterdam
  • Generative AI and Model Selection: Vanderbilt University
  • Líder de IA generativa (Generative AI Leader): Google Cloud

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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