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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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    Eindhoven University of Technology

    Lightcap 2: Basics of light and its effects on humans

    Skills you'll gain: Systems Of Measurement, Human Factors, Psychology, Human Learning, Physiology, Mental Health, Neurology, Physics, Biology, Scientific Visualization, Experimentation, Research Methodologies

    Mixed · Course · 1 - 3 Months

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    Packt

    A Beginners Guide to Linux

    Skills you'll gain: Linux, Ubuntu, Shell Script, Linux Commands, Unix Shell, Unix Commands, Command-Line Interface, OS Process Management, File Management, Virtualization, Virtual Machines, Software Installation

    Beginner · Course · 1 - 3 Months

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    Duke University

    Python Generators

    Skills you'll gain: Python Programming, Data Pipelines, Scripting, Computer Programming, Data-oriented programming, Scripting Languages, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

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    Universidades Anáhuac

    Análisis de datos empresariales con R

    Skills you'll gain: R Programming, Statistical Analysis, Correlation Analysis, Business Analytics, Decision Making, Data Analysis, Unsupervised Learning, Exploratory Data Analysis, Advanced Analytics, Data Visualization, Statistical Software, Dimensionality Reduction

    Beginner · Course · 1 - 3 Months

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    Packt

    AWS, JavaScript, React - Deploy Web Apps on the Cloud

    Skills you'll gain: AWS Identity and Access Management (IAM), Linux Administration, Amazon Elastic Compute Cloud, Linux Servers, Cloud Deployment, Cloud Infrastructure, Amazon Web Services, Cloud Hosting, Cloud Computing, Front-End Web Development, Cloud Management, Linux, Ubuntu, Operating System Administration, Application Deployment, React.js, Event-Driven Programming, Javascript, User Interface (UI), Apache

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of California San Diego

    Computational Thinking for K-12 Educators: Conditional Loops and If Statements

    Skills you'll gain: Debugging, Program Development, Programming Principles, Computational Thinking, Diversity Equity and Inclusion Initiatives, Digital pedagogy, Computer Programming, Computer Science

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Mastering Usability Testing: Techniques and Best Practices

    Skills you'll gain: Usability Testing, Software Testing, Software Quality (SQA/SQC), Test Planning, Human Centered Design, Technical Communication, User Experience Design, User Research, UI/UX Research, User Interface (UI), Web Content Accessibility Guidelines, Stakeholder Engagement

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    Mastering Scrum Framework for Agile Development

    Skills you'll gain: Sprint Planning, Scrum (Software Development), Agile Project Management, Agile Methodology, Sprint Retrospectives, Backlogs, Agile Product Development, Performance Metric, Project Management, User Story, Business Reporting, Cross-Functional Collaboration, Prioritization, Dependency Analysis, Conflict Management, Estimation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Analytics and Visualization with Tableau and more

    Skills you'll gain: R Programming, Alteryx, Statistical Programming, Tableau Software, Data Cleansing, Data Visualization Software, Dashboard, Data Visualization, Data Storytelling, Interactive Data Visualization, Data Presentation, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Data Processing, Data Manipulation, Data Transformation, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Full-Stack DApp Development with React and Web3

    Skills you'll gain: User Interface (UI), Bootstrap (Front-End Framework), Blockchain, User Interface (UI) Design, Front-End Web Development, Debugging, Full-Stack Web Development, Animations, Web Applications, Javascript, Test Script Development

    Advanced · Course · 1 - 3 Months

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    Whizlabs

    Power BI: Data Modeling and Data Analysis

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Modeling, Star Schema, Data Warehousing, Data Security, Data Visualization Software, Pivot Tables And Charts, Performance Tuning, Business Intelligence, Excel Formulas, Role-Based Access Control (RBAC)

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Ajax Basics

    Skills you'll gain: Ajax, jQuery, JSON, Extensible Markup Language (XML), Web Applications, Javascript, Web Services, Event-Driven Programming, HTML and CSS

    4.2
    Rating, 4.2 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Lightcap 2: Basics of light and its effects on humans: Eindhoven University of Technology
  • A Beginners Guide to Linux: Packt
  • Python Generators: Duke University
  • Análisis de datos empresariales con R: Universidades Anáhuac
  • AWS, JavaScript, React - Deploy Web Apps on the Cloud: Packt
  • Computational Thinking for K-12 Educators: Conditional Loops and If Statements: University of California San Diego
  • Mastering Usability Testing: Techniques and Best Practices: Board Infinity
  • Mastering Scrum Framework for Agile Development: Board Infinity
  • Data Analytics and Visualization with Tableau and more: Packt
  • Full-Stack DApp Development with React and Web3: Packt

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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