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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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    Starweaver

    Advanced Strategic Threat Intelligence Research & Reporting

    Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cyber Security Strategy, Cybersecurity, Data Storytelling, Verbal Communication Skills, Vulnerability Assessments, Incident Response, Risk Analysis, Communication, Malware Protection, Application Security, Infrastructure Security, Analysis

    Intermediate · Course · 1 - 3 Months

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    IE Business School

    Brand Identity and Strategy

    Skills you'll gain: Brand Strategy, Branding, Brand Awareness, Logo Design, Brand Management, Target Audience, Target Market, Consumer Behaviour, Value Propositions, Marketing, Customer Insights, Marketing Psychology, Marketing Strategies, Advertising, Competitive Analysis, Typography, Storytelling, Color Theory

    4.7
    Rating, 4.7 out of 5 stars
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    875 reviews

    Intermediate · Course · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Systems Design, Application Specific Integrated Circuits, Digital Design, Hardware Architecture, Computer Hardware, Simulations, Verification And Validation

    4.3
    Rating, 4.3 out of 5 stars
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    858 reviews

    Intermediate · Course · 1 - 3 Months

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    The University of Edinburgh

    How to Create an Online Course

    Skills you'll gain: Educational Materials, Learning Strategies, Instructional Design, Web Content Accessibility Guidelines, Learning Management Systems, Web Content, Digital pedagogy, Education Software and Technology, Diversity Awareness, User Centered Design, Creative Thinking, Content Management, Cultural Responsiveness

    4.6
    Rating, 4.6 out of 5 stars
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    223 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Theology for Personal Spiritual Growth

    Skills you'll gain: Storytelling, Trustworthiness, Personal Integrity, Compassion, Ethical Standards And Conduct, Optimism, Aesthetics, Positivity, Growth Mindedness, Resilience, Art History, Liberal Arts, Performing Arts, Teaching, Community Development, Creativity, Self-Awareness, Discussion Facilitation, Music, Leadership

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Washington

    머신 러닝 기초: 사례 연구 접근 방식

    Skills you'll gain: Model Evaluation, Regression Analysis, Applied Machine Learning, Machine Learning, Deep Learning, Jupyter, Supervised Learning, Predictive Analytics, Classification Algorithms, Image Analysis, Unsupervised Learning, Computer Vision, Text Mining, Natural Language Processing, Python Programming

    Mixed · Course · 1 - 3 Months

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    Institute for the Future

    Futures Thinking

    Skills you'll gain: Forecasting, Visionary, Innovation, Proactivity, Strategic Thinking, Strategic Planning, Cognitive flexibility, Creative Thinking, Action Oriented, Simulations, Optimism, Planning, Community Organizing, Creativity, Social Impact, Systems Thinking, Virtual Reality, Responsible AI, Trend Analysis, Brainstorming

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Classify Radio Signals with PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Convolutional Neural Networks, Digital Signal Processing, Image Analysis, Classification Algorithms, Model Evaluation, Deep Learning, Computer Vision, Telecommunications

    3.7
    Rating, 3.7 out of 5 stars
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    12 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Meta

    Programming in Python

    Skills you'll gain: Object Oriented Programming (OOP), Unit Testing, Test Driven Development (TDD), Programming Principles, Software Testing, Data Structures, Python Programming, Computer Programming, Development Environment, Integrated Development Environments, Debugging, Django (Web Framework), Cloud Hosting

    4.6
    Rating, 4.6 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

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    MedCerts

    Electronic Health Records

    Skills you'll gain: Information Management, Care Coordination, Health Care Administration, Data Ethics, Healthcare Ethics, Medical Coding, Data Storage, Interoperability

    Beginner · Course · 1 - 3 Months

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    Packt

    Delta PLC Simulation Unlocked

    Skills you'll gain: Visualization (Computer Graphics), Internet Of Things, Real Time Data

    Intermediate · Course · 1 - 3 Months

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    Packt

    Incident Response for Windows

    Skills you'll gain: MITRE ATT&CK Framework, Cyber Threat Hunting, Incident Response, Cyber Threat Intelligence, Digital Forensics, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Microsoft Windows, Exploitation techniques, Threat Management, Endpoint Security, Cyber Security Strategy, Event Monitoring, Cyber Attacks, Cybersecurity, Cyber Security Policies, Network Security, Cyber Risk, Information Technology

    Beginner · Course · 3 - 6 Months

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

  • Advanced Strategic Threat Intelligence Research & Reporting: Starweaver
  • Brand Identity and Strategy: IE Business School
  • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
  • How to Create an Online Course: The University of Edinburgh
  • Theology for Personal Spiritual Growth: Duke University
  • 머신 러닝 기초: 사례 연구 접근 방식: University of Washington
  • Futures Thinking: Institute for the Future
  • Classify Radio Signals with PyTorch: Coursera
  • Programming in Python: Meta
  • Electronic Health Records: MedCerts

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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