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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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    Microsoft

    Azure AI and Healthcare Cloud Fundamentals

    Skills you'll gain: Responsible AI, Digital Transformation, Microsoft Azure, Collaborative Software, Health Technology, Patient Communication, Generative AI, Microsoft Teams, Health Informatics, Healthcare Ethics, Cloud Computing Architecture, Cloud Computing, Artificial Intelligence, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced SketchUp Modeling & Visualization Workflows

    Skills you'll gain: SketchUp (3D Modeling Software), AutoCAD, 3D Modeling, Visualization (Computer Graphics), Animations

    Intermediate · Course · 1 - 3 Months

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    Board Infinity

    Foundations of Visual Design Using Canva

    Skills you'll gain: Canva (Software), Typography, Layout Design, Color Theory, Graphic and Visual Design Software, Graphic and Visual Design, Responsible AI, Creative Design, Design, Design Elements And Principles, Image Quality, Generative AI Agents

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate, Optimize, and Maintain AI Systems

    Skills you'll gain: AI Security, Ansible, Patch Management, MLOps (Machine Learning Operations), Generative AI, Site Reliability Engineering, System Monitoring, Infrastructure as Code (IaC), Incident Management, Problem Management, Continuous Monitoring, IT Automation, Disaster Recovery, Automation, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build and Apply Angular Applications with Ionic

    Skills you'll gain: Angular, Scalability, Application Development, Mobile Development, Web Applications, Cross Platform Development, Development Environment, UI Components, Software Architecture, TypeScript, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Optimize Pricing with Tableau and R

    Skills you'll gain: Tableau Software, Dashboard, Case Studies, Business Intelligence, Business Analytics, Analytics, Data Analysis, Market Dynamics, Data-Driven Decision-Making, Advanced Analytics, Descriptive Analytics, Predictive Analytics, Interactive Data Visualization, Regression Analysis, Customer Analysis, Revenue Management, Business Requirements, Key Performance Indicators (KPIs)

    Beginner · Course · 1 - 4 Weeks

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    University of Huddersfield

    Differential Equations & Advanced Applications

    Skills you'll gain: Calculus, Advanced Mathematics, Differential Equations, Applied Mathematics, Integral Calculus, Logical Reasoning, Engineering Calculations, Mathematics and Mathematical Modeling, Numerical Analysis, Mathematical Theory & Analysis, Mathematical Modeling, Analytical Skills, Engineering Analysis, Derivatives

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Introduction to Fundamental Data Structures and Techniques

    Skills you'll gain: Data Structures, Algorithms, Programming Principles, Computational Thinking

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Tesla Stock Price Prediction using Facebook Prophet

    Skills you'll gain: Technical Analysis, Time Series Analysis and Forecasting, Predictive Modeling, Market Data, Financial Forecasting, Applied Machine Learning, Trend Analysis, Financial Analysis, Data Visualization, Google Sheets, Interactive Data Visualization, Machine Learning, Data Manipulation, Data Import/Export

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    Beginner · Guided Project · Less Than 2 Hours

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    EDUCBA

    Build Practical Ruby Projects Using Core Programming Skills

    Skills you'll gain: Object Oriented Programming (OOP), Ruby (Programming Language), Program Development, File I/O, Development Environment, Maintainability, Data Structures, Computer Programming, Debugging, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze & Apply Generative AI in FinTech with ChatGPT

    Skills you'll gain: AI Security, Investment Management, Technology Strategies, Business Ethics, Customer experience improvement, Operational Efficiency

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Build Interactive Dashboards for Meaningful Insights

    Skills you'll gain: Dashboard, Key Performance Indicators (KPIs), Interactive Data Visualization, Data Presentation, Business Intelligence, Web Analytics, Business Analytics, Requirements Elicitation, Data Storytelling, Performance Analysis, Requirements Analysis, Business Requirements, Stakeholder Analysis, Self Service Technologies

    Intermediate · Course · 1 - 4 Weeks

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

  • Azure AI and Healthcare Cloud Fundamentals: Microsoft
  • Master Advanced SketchUp Modeling & Visualization Workflows: EDUCBA
  • Foundations of Visual Design Using Canva: Board Infinity
  • Automate, Optimize, and Maintain AI Systems: Coursera
  • Build and Apply Angular Applications with Ionic: EDUCBA
  • Analyze and Optimize Pricing with Tableau and R: EDUCBA
  • Differential Equations & Advanced Applications: University of Huddersfield
  • Introduction to Fundamental Data Structures and Techniques: Packt
  • Tesla Stock Price Prediction using Facebook Prophet: Coursera
  • Build Practical Ruby Projects Using Core Programming Skills: EDUCBA

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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