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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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    Fred Hutchinson Cancer Center

    Best Practices for Ethical Data Handling

    Skills you'll gain: Data Ethics, Data Sharing, Personally Identifiable Information, Clinical Research Ethics, Institutional Review Board (IRB), Healthcare Ethics, Data Security, Data Governance, Information Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Informed Consent, Encryption

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Advanced Data Visualization with Matplotlib Mastery

    Skills you'll gain: Matplotlib, Scientific Visualization, Visualization (Computer Graphics), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Typography, Python Programming

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Real World DevOps Project with Ansible, Docker and GitLab

    Skills you'll gain: Docker (Software), Ansible, Linux Administration, Containerization, Linux, GitLab, Infrastructure as Code (IaC), Devops Tools, Operating System Administration, CI/CD, DevOps, Continuous Integration, Continuous Deployment, IT Automation, Application Deployment, System Configuration, Infrastructure Security, Virtual Private Networks (VPN), System Monitoring, Network Security

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Industrial Internet of Things Graduate Certificate

    Skills you'll gain: Machine Learning Algorithms, Real-Time Operating Systems, Big Data, User Research, User Experience Design, Product Development, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Process Control, Verification And Validation, Power Electronics, UI/UX Research, Human Computer Interaction, Embedded Software, Persona (User Experience), Embedded Systems, Internet Of Things, User Interface (UI), Machine Controls

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Skillshare

    Affinity Photo: Beyond the Basics – Pro Compositing

    Skills you'll gain: Photo Editing, Photography, Computer Graphic Techniques, Color Matching, Image Quality, Editing, Design Elements And Principles

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Honors Algebra 2: Series, Trigonometry, and Probability

    Skills you'll gain: Trigonometry, Probability, Data Analysis, Algebra, Probability Distribution, Descriptive Statistics, Mathematical Modeling, Graphing, Statistics, Geometry, Arithmetic

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Development, Deployment, and Cloud Integration

    Skills you'll gain: Application Deployment, Cloud Applications, ASP.NET, Microsoft Azure, Software Architecture, Authentications, Application Design, User Interface (UI), Identity and Access Management, Microsoft Development Tools, Application Development, Database Development, Maintainability, Model View Controller, Web Servers, Debugging, Data Validation

    Advanced · Course · 1 - 3 Months

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    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Financial Inclusion

    Skills you'll gain: Financial Inclusion, Digital Transformation, FinTech, Mobile Banking, Business Transformation, Diversity Equity and Inclusion Initiatives, Financial Services, Data-Driven Decision-Making, Banking Services, Customer experience improvement, Innovation, Human Capital

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 4

    Skills you'll gain: Linux Administration, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Operating System Administration, Shell Script, Unix Shell, OS Process Management, Network Administration, System Configuration, Command-Line Interface, System Monitoring, Operating Systems, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Polski

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Open Source Technology, Tensorflow

    Intermediate · Course · 1 - 3 Months

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    Packt

    What's New in .NET and C#

    Skills you'll gain: Cross Platform Development, C# (Programming Language), .NET Framework, Performance Tuning, Development Environment, Microsoft Development Tools, Application Security, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    JavaScript in Modern Web Development

    Skills you'll gain: JavaScript Frameworks, React.js, Full-Stack Web Development, UI Components, Node.JS, Application Deployment, Javascript, Web Applications, Front-End Web Development, Web Development Tools, Event-Driven Programming, Back-End Web Development, Program Development, Animations

    Intermediate · Course · 3 - 6 Months

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

  • Best Practices for Ethical Data Handling: Fred Hutchinson Cancer Center
  • Advanced Data Visualization with Matplotlib Mastery: EDUCBA
  • Real World DevOps Project with Ansible, Docker and GitLab: Packt
  • Industrial Internet of Things Graduate Certificate: University of Colorado Boulder
  • Affinity Photo: Beyond the Basics – Pro Compositing: Skillshare
  • Honors Algebra 2: Series, Trigonometry, and Probability: Johns Hopkins University
  • Advanced Development, Deployment, and Cloud Integration: Packt
  • Perspectives in Digital Transformation: Financial Inclusion: Banco Interamericano de Desarrollo
  • Linux Foundation Certified System Administrator (LFCS): Unit 4: Pearson
  • Responsible AI for Developers: Fairness & Bias - Polski: Google Cloud

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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