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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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    Saïd Business School, University of Oxford

    AI and Creativity

    Skills you'll gain: Large Language Modeling, Generative AI, AI Product Strategy, Media Production, Content Creation, Prompt Engineering, Creativity, Responsible AI, Media Strategy, AI Workflows, Artificial Intelligence, Prompt Engineering Tools, Digital Content, Content Strategy, Legal Risk, Compliance Management, Digital Transformation, Ethical Standards And Conduct

    Intermediate · Course · 1 - 3 Months

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    Packt

    Migration to AWS

    Skills you'll gain: Cloud Deployment, Data Storage Technologies, IT Automation, Automation, Database Management Systems

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Pivot Sales Data

    Skills you'll gain: Pivot Tables And Charts, Correlation Analysis, Data Import/Export, Microsoft Excel, Business Communication, Data Presentation, Data Analysis, Sales Management, Sales, Statistics, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

  • U

    Universidad de los Andes

    Maestría en Gerencia de la Ingeniería

    Skills you'll gain: User Research, Reinforcement Learning, Organizational Strategy, Classification Algorithms, Deep Learning, Engineering Management, Technology Strategies, Systems Thinking, Project Management, Environmental Social And Corporate Governance (ESG), Feasibility Studies, Infrastructure Security, Financial Statements, Data Ethics, Environmental Management Systems, Product Development, Asset Management, Climate Change Mitigation, Project Risk Management, Operations Research

    Earn a degree

    Degree · 1 - 4 Years

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    Packt

    Tableau Prep Masterclass - Build and Automate Data Flows

    Skills you'll gain: Data Transformation, Data Wrangling, Data Manipulation, Data Integration, Data Preprocessing, Data Cleansing, Data Analysis, Tableau Software, Data Pipelines, Exploratory Data Analysis, Dashboard, Dataflow, Pivot Tables And Charts, Data Validation

    Intermediate · Course · 1 - 4 Weeks

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    Real Madrid Graduate School Universidad Europea

    Smart Stadiums: The Bernabéu Experience

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Communicate Campaign Updates

    Skills you'll gain: User Feedback, Stakeholder Communications, Stakeholder Management, Project Management, Stakeholder Engagement, Project Design, Strategic Communication, Communication Strategies, Report Writing, Key Performance Indicators (KPIs), Process Improvement, Communication, Business Communication, Kanban Principles, Business Reporting, Project Planning

    Intermediate · Course · 1 - 4 Weeks

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    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Curiosity, Resourcefulness, Innovation, Problem Solving, Growth Mindedness, Adaptability, Motivational Skills

    4.4
    Rating, 4.4 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 4 Weeks

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    ISAE-SUPAERO

    Fundamentals of Flight mechanics

    Skills you'll gain: Mechanics, Thermal Management, Energy and Utilities, Hazard Analysis, Risk Control, Physical Science, Simulations, Applied Mathematics, Control Systems, Systems Of Measurement, Vibrations, Engineering Analysis, Engineering Calculations, Physics, Engineering, Mathematical Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    597 reviews

    Beginner · Specialization · 3 - 6 Months

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    Arizona State University

    Professional Skills: Emotional Intelligence

    Skills you'll gain: Empathy, Emotional Intelligence, Self-Awareness, Personal Development, Social Skills, Conflict Management, Relationship Management, Interpersonal Communications, Composure, Decision Making, Stress Management, Problem Solving, Positivity

    Beginner · Course · 1 - 3 Months

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    Packt

    Mastering Python Design Patterns

    Skills you'll gain: Software Architecture, Software Design Patterns, Software Design, Microservices, Maintainability, Performance Tuning, Model View Controller, Programming Principles, Python Programming, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

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

  • AI and Creativity: Saïd Business School, University of Oxford
  • Migration to AWS: Packt
  • Pivot Sales Data: Coursera
  • Maestría en Gerencia de la Ingeniería: Universidad de los Andes
  • Tableau Prep Masterclass - Build and Automate Data Flows: Packt
  • Smart Stadiums: The Bernabéu Experience: Real Madrid Graduate School Universidad Europea
  • Communicate Campaign Updates: Coursera
  • Creative Problem Solving: University of Minnesota
  • Fundamentals of Flight mechanics: ISAE-SUPAERO
  • Professional Skills: Emotional Intelligence: Arizona State University

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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