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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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    Edureka

    Generative AI for Customer Service Automation

    Skills you'll gain: Miro AI, Customer Engagement, Responsible AI, AI Product Strategy, No-Code Development, Customer experience improvement, Email Automation, Customer Service, Customer Analysis, Automation, Generative AI, Customer Data Management, Customer Communications Management, Customer Relationship Management (CRM) Software, Customer Support, Workflow Management, Artificial Intelligence, Customer and Client Support, Agentic systems, Ethical Standards And Conduct

    Beginner · Course · 1 - 4 Weeks

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    Packt

    ALM Strategies for Microsoft Power Platform

    Skills you'll gain: Application Lifecycle Management, Power Platform CLI, CI/CD, Continuous Integration, Microsoft Power Platform, Continuous Delivery, Software Development Life Cycle, Application Deployment, Azure DevOps, Microsoft Azure, Configuration Management, Multi-Tenant Cloud Environments, Version Control, Data Import/Export, YAML, Data Science

    Beginner · Course · 3 - 6 Months

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    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Stormwater Management, Engineering Plans And Specifications, Engineering Analysis, Design, Visualization (Computer Graphics), Coordination, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

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    The Hong Kong University of Science and Technology

    Information Systems Auditing, Controls and Assurance

    Skills you'll gain: Continuous Monitoring, Risk Management, FinTech, Change Management, Emerging Technologies

    4.7
    Rating, 4.7 out of 5 stars
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    4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Adobe

    Exploring Design Basics with Adobe Express

    Skills you'll gain: Color Theory, Typography, Adobe Express, Visual Design, Color Matching, Design, Graphic Design, Creative Design, Design Elements And Principles, Layout Design, Branding

    Beginner · Course · 1 - 4 Weeks

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    University of Michigan

    Fitting Statistical Models to Data with Python

    Skills you'll gain: Statistical Modeling, Statistical Methods, Bayesian Statistics, Statistical Inference, Statistical Software, Model Evaluation, Statistical Analysis, Statistical Programming, Statistical Machine Learning, Regression Analysis, Predictive Modeling, Jupyter, Logistic Regression, Python Programming, Data Visualization Software

    4.4
    Rating, 4.4 out of 5 stars
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    714 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Adobe

    Get going with short video in Adobe Express

    Skills you'll gain: Storyboarding, Video Production, Adobe Express, Storytelling, Video Editing, Social Media Strategy, Content Creation, Cinematography, Style Guides, Creativity

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Introduction to CSS3

    Skills you'll gain: Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Responsive Web Design, User Interface (UI), Usability, Browser Compatibility, Web Development Tools, Web Development, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    9.6K reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Industrial IoT Markets and Security

    Skills you'll gain: Real-Time Operating Systems, Internet Of Things, Wireless Networks, General Networking, Cybersecurity, IBM Cloud, Cloud Platforms, Cryptography, Automation, Emerging Technologies, Software-Defined Networking, Market Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    621 reviews

    Intermediate · Course · 1 - 3 Months

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    DeepLearning.AI

    Сверточные нейронные сети

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Network Architecture

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Unity Editor Scripting: Design & Customize Tools

    Skills you'll gain: Unity Engine, Integrated Development Environments, Software Development Tools, Video Game Development, User Interface (UI), Graphical Tools, Scripting, Software Design, Package and Software Management, Object Oriented Design, C# (Programming Language), Version Control

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    Duke University

    Mastering Data Analysis in Excel

    Skills you'll gain: Predictive Modeling, Microsoft Excel, Classification Algorithms, Business Analytics, Logistic Regression, Data Analysis, Model Evaluation, Business Risk Management

    4.2
    Rating, 4.2 out of 5 stars
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    3.9K reviews

    Beginner · Course · 1 - 3 Months

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

  • Generative AI for Customer Service Automation : Edureka
  • ALM Strategies for Microsoft Power Platform: Packt
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Information Systems Auditing, Controls and Assurance: The Hong Kong University of Science and Technology
  • Exploring Design Basics with Adobe Express: Adobe
  • Fitting Statistical Models to Data with Python: University of Michigan
  • Get going with short video in Adobe Express: Adobe
  • Introduction to CSS3: University of Michigan
  • Industrial IoT Markets and Security: University of Colorado Boulder
  • Сверточные нейронные сети: DeepLearning.AI

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)

Other topics to explore

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