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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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    Packt

    Introduction to Unreal Engine 5 and Building the Foundations

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Game Design, User Interface (UI)

    Beginner · Course · 1 - 3 Months

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    Lund University

    Dispelling myths about sustainable consumption

    Skills you'll gain: Interactive Learning, Environmental Issue, Systems Thinking, Sustainable Development, Critical Thinking, Sustainable Business, Corporate Sustainability, Research, Sustainability Standards, Cultural Responsiveness, Social Studies, Consumer Behaviour, Policy Analysis, Environmental Policy, Business Ethics, Case Studies, Economics

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Classification Analysis

    Skills you'll gain: Classification Algorithms, Data Analysis, Model Evaluation, Logistic Regression, Supervised Learning, Machine Learning Algorithms, Predictive Modeling, Feature Engineering, Data Preprocessing, Bayesian Statistics, Probability & Statistics

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado Boulder

    The Structured Query Language (SQL)

    Skills you'll gain: SQL, Database Systems, Database Theory, Database Management, Query Languages, Database Design, Relational Databases, Database Administration, Database Application, Data Access, Data Science, Data Analysis, Data Manipulation, Data Modeling, Data Integrity

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    Multi-Platform Digital Ads Mastery: 11 Platforms

    Skills you'll gain: Campaign Management, Google Ads, LinkedIn, Facebook, Bidding, Target Audience, Keyword Research, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pay Per Click Advertising, Pinterest, Search Engine Marketing, Social Media, Paid media, Online Advertising, Lead Generation, TikTok, Advertising, Digital Advertising

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Angular Fundamentals and Core Concepts

    Skills you'll gain: Angular, Command-Line Interface

    Beginner · Course · 3 - 6 Months

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    The Hong Kong University of Science and Technology

    Mastering Statics

    Skills you'll gain: Structural Analysis, Mechanics, Engineering Calculations, Mechanical Engineering, Civil Engineering, Engineering Analysis, Engineering Drawings, Geometry, Algebra, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    237 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Canva Essentials

    Skills you'll gain: Prompt Engineering, Event Marketing, Presentations, Video Editing, Canva (Software), Marketing Materials, Color Theory, Typography, Storytelling, Marketing Collateral, Marketing Design, Interactive Design, Brand Strategy, Social Media, Logo Design, Layout Design, Social Media Content, Social Media Campaigns, Branding, Content Creation

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Packt

    Vibe Coding with Windsurf – No Code Web Design

    Skills you'll gain: Vibe coding, Web Development Tools, Application Development, Software Installation, GitHub

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Chicken Behaviour and Welfare

    Skills you'll gain: Ethical Standards And Conduct, Behavioral Health, Behavior Management, Environmental Regulations, Human Learning, Nutrition and Diet, Non-Verbal Communication

    4.8
    Rating, 4.8 out of 5 stars
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    1.2K reviews

    Mixed · Course · 1 - 3 Months

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    MathWorks

    Medical Image Processing

    Skills you'll gain: Medical Imaging, Magnetic Resonance Imaging, Image Analysis, X-Ray Computed Tomography, Data Import/Export, Biomedical Engineering, Matlab, Scientific Visualization, Deep Learning

    4.8
    Rating, 4.8 out of 5 stars
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    25 reviews

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Think Again IV: How to Avoid Fallacies

    Skills you'll gain: Case Studies, Persuasive Communication, Interactive Learning

    4.6
    Rating, 4.6 out of 5 stars
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    416 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Unreal Engine 5 and Building the Foundations: Packt
  • Dispelling myths about sustainable consumption : Lund University
  • Classification Analysis: University of Colorado Boulder
  • The Structured Query Language (SQL): University of Colorado Boulder
  • Multi-Platform Digital Ads Mastery: 11 Platforms: LearnKartS
  • Angular Fundamentals and Core Concepts: Packt
  • Mastering Statics: The Hong Kong University of Science and Technology
  • Canva Essentials: Coursera
  • Vibe Coding with Windsurf – No Code Web Design: Packt
  • Chicken Behaviour and Welfare: The University of Edinburgh

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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