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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


  • U

    Universidad Nacional Autónoma de México

    Python: de cero a usuario

    Skills you'll gain: Package and Software Management, Jupyter, Ubuntu, Python Programming, Computational Thinking, Mac OS, Programming Principles, Cross Platform Development, Software Documentation, Development Environment, Command-Line Interface

    4.2
    Rating, 4.2 out of 5 stars
    ·
    68 reviews

    Beginner · Course · 1 - 3 Months

  • I

    Imperial College London

    Design and Implementation of Digital Health Interventions

    Skills you'll gain: Agile Methodology, Health Care Procedure and Regulation, Health Technology, Data Ethics, User Centered Design, Technology Strategies, Health Informatics, Health Policy, Regulatory Compliance, Data Security, Healthcare Ethics, Strategic Thinking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    79 reviews

    Intermediate · Course · 1 - 4 Weeks

  • H

    High Tech High Graduate School of Education

    How To Teach Us

    Skills you'll gain: Student-Centred Learning, Student Engagement, Pedagogy, Differentiated Instruction, Collaboration, Curriculum Planning, Scheduling, Human Learning, Project Design, Presentations

    4.3
    Rating, 4.3 out of 5 stars
    ·
    45 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Washington

    Communicating Data Science Results

    Skills you'll gain: Data Ethics, Statistical Visualization, Data Storytelling, Data Visualization Software, Data Governance, Big Data, Technical Communication, Cloud Computing, Amazon Web Services, Information Privacy, Ethical Standards And Conduct

    3.4
    Rating, 3.4 out of 5 stars
    ·
    142 reviews

    Mixed · Course · 1 - 4 Weeks

  • S

    SkillUp

    Vector Search with NoSQL Databases using MongoDB & Cassandra

    Skills you'll gain: Vector Databases, MongoDB, NoSQL, Applied Machine Learning, Apache Cassandra, Text Mining, Image Analysis, Node.JS, Database Application

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Resampling, Selection and Splines

    Skills you'll gain: Data Science, Model Evaluation, Statistical Machine Learning, Dimensionality Reduction, Statistical Modeling, Statistical Analysis, Sampling (Statistics), Statistical Methods, Regression Analysis, Machine Learning Methods, Statistics, Predictive Modeling, Applied Mathematics, Logistic Regression, Probability Distribution

    Build toward a degree

    5
    Rating, 5 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • V

    Vanderbilt University

    Generative AI for University Leaders

    Skills you'll gain: Generative AI, AI Enablement, Operational Efficiency, Innovation, Operational Excellence, Curriculum Development, Enterprise Architecture, Thought Leadership, Program Implementation, Strategic Planning, Responsible AI, Data Ethics, Artificial Intelligence, Automation, Workforce Development, Education Software and Technology, Large Language Modeling, Business Strategies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1K reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Intro to Operating Systems 2: Memory Management

    Skills you'll gain: Operating Systems, C (Programming Language), Performance Tuning, Virtual Machines, System Programming, Virtualization, Linux

    4.7
    Rating, 4.7 out of 5 stars
    ·
    65 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Cisco Learning and Certifications

    Threat Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Security Information and Event Management (SIEM), Event Monitoring, Threat Detection, General Networking, Network Security, Cybersecurity, Infrastructure Security, Computer Networking, IT Security Architecture, Technical Support and Services, Malware Protection

    4.9
    Rating, 4.9 out of 5 stars
    ·
    59 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of California, Davis

    GIS Applications Across Industries

    Skills you'll gain: ArcGIS, Geographic Information Systems, Public Health and Disease Prevention, Public Health, Land Management, Geospatial Information and Technology, Geospatial Mapping, Spatial Analysis, Epidemiology, Community Health, Spatial Data Analysis, Social Determinants Of Health, Emergency Response, Environmental Science, Natural Resource Management, Emergency Services, Business Development, Environment and Resource Management, Hazard Analysis, 3D Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python: Logistic Regression & Supervised ML

    Skills you'll gain: Model Evaluation, Feature Engineering, Supervised Learning, Exploratory Data Analysis, Classification Algorithms, Machine Learning Algorithms, Applied Machine Learning, Decision Tree Learning, Logistic Regression, Predictive Modeling, Data Analysis, Scikit Learn (Machine Learning Library), Data Preprocessing, Pandas (Python Package), NumPy, Data Cleansing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    17 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Macquarie University

    Cultural intelligence: Become a global citizen

    Skills you'll gain: Intercultural Competence, Cultural Diversity, Cultural Sensitivity, Business Ethics, Cognitive flexibility, Diversity Awareness, Diversity and Inclusion, Workplace inclusivity, Cross-Functional Team Leadership, Professionalism, Organizational Leadership, Global Marketing, Business Leadership, Collaboration, Culture, International Relations, Systems Thinking, Economics

    4.8
    Rating, 4.8 out of 5 stars
    ·
    223 reviews

    Mixed · Course · 1 - 3 Months

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

  • Python: de cero a usuario: Universidad Nacional Autónoma de México
  • Design and Implementation of Digital Health Interventions : Imperial College London
  • How To Teach Us: High Tech High Graduate School of Education
  • Communicating Data Science Results: University of Washington
  • Vector Search with NoSQL Databases using MongoDB & Cassandra: SkillUp
  • Resampling, Selection and Splines: University of Colorado Boulder
  • Generative AI for University Leaders : Vanderbilt University
  • Intro to Operating Systems 2: Memory Management: Codio
  • Threat Response: Cisco Learning and Certifications
  • GIS Applications Across Industries: University of California, Davis

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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