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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


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    H2O.ai

    H2O Hydrogen Torch Starter Course

    Skills you'll gain: Deep Learning, Applied Machine Learning, Artificial Intelligence, Computer Vision, Image Analysis, Natural Language Processing, Model Evaluation, Exploratory Data Analysis, Interactive Data Visualization, Performance Tuning, Data Import/Export

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Agile and Scrum Mastery: Fundamentals to Advanced Leadership

    Skills you'll gain: Agile Project Management, Stakeholder Engagement, Scrum (Software Development), Agile Methodology, Stakeholder Management, Team Motivation, Agile Software Development, Team Leadership, Sprint Retrospectives, Kanban Principles, Team Building, Sprint Planning, Risk Analysis, Agile Product Development, Continuous Integration, Earned Value Management, Team Management, Backlogs, Continuous Improvement Process, Lean Methodologies

    4.6
    Rating, 4.6 out of 5 stars
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    9 reviews

    Beginner · Specialization · 3 - 6 Months

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    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    FAIR Institute

    Foundations of Cyber Risk Management and FAIRâ„¢

    Skills you'll gain: Risk Analysis, Cyber Risk, Cyber Threat Intelligence, Threat Modeling, Cyber Security Strategy, Governance, Risk Management, Enterprise Risk Management (ERM), Strategic Decision-Making, Risk Mitigation, Business Risk Management, Strategic Prioritization, Compliance Reporting, Management Reporting, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Automatic Data Processing, Inc. (ADP)

    Growing Team Members

    Skills you'll gain: Peer Review, Team Motivation, Team Leadership, People Development, Leadership Development, Mentorship, Employee Coaching, Professional Development, Team Management, Growth Mindedness, Empowerment, Storytelling, Mindfulness

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica del Perú

    Fundamentos de analítica de datos educativos

    Skills you'll gain: Data Collection, Data Ethics, Data-Driven Decision-Making, Data Visualization, Data Literacy, Higher Education, Digital pedagogy, Data Storytelling, Learning Management Systems, Analytics, Looker (Software), Data Analysis, Responsible AI, Personally Identifiable Information, Data Management, Data Visualization Software, Data Governance, Data Quality, Information Privacy, Strategic Decision-Making

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arm

    Computer Architecture Essentials on Arm

    Skills you'll gain: Microarchitecture, Computer Architecture, Hardware Architecture, Simulations, Computer Hardware, Performance Tuning, Scalability, Data Storage

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Cours intensif sur la science des données

    Skills you'll gain: Data Science, Data Literacy, Project Design, Data Analysis, Data Management, Data Presentation, Data-Driven Decision-Making, Business Analytics, Performance Metric, Machine Learning, Statistical Inference

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Fandom, Community, and Identity in Popular Music

    Skills you'll gain: Music, World Music, Case Studies, Culture, Sociology, Cultural Diversity, Research, Analysis, Performing Arts, Critical Thinking, Creativity, Media and Communications, Communication

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Washington

    Building Web Pages with HTML & CSS

    Skills you'll gain: GitHub, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Version Control, Git (Version Control System), HTML and CSS, Web Design and Development, Web Development, Front-End Web Development, Web Content Accessibility Guidelines, Cloud Hosting, Debugging, Semantic Web, Web Analytics and SEO, Responsive Web Design

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Create a High-Fidelity Prototype with Figma

    Skills you'll gain: Prototyping, User Interface (UI) Design, Figma (Design Software), Mobile Development, Mockups, Wireframing, Collaborative Software

    3.9
    Rating, 3.9 out of 5 stars
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    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • H2O Hydrogen Torch Starter Course: H2O.ai
  • Agile and Scrum Mastery: Fundamentals to Advanced Leadership: EDUCBA
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Foundations of Cyber Risk Management and FAIRâ„¢: FAIR Institute
  • Growing Team Members: Automatic Data Processing, Inc. (ADP)
  • Fundamentos de analítica de datos educativos: Pontificia Universidad Católica del Perú
  • Computer Architecture Essentials on Arm: Arm
  • Cours intensif sur la science des données: Johns Hopkins University
  • Fandom, Community, and Identity in Popular Music: University of Colorado Boulder

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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