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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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Coursera
Explore and Visualize Data the Python Way
Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub
Beginner · Course · 1 - 4 Weeks
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Packt
Express Framework Basics: Secure Signup with Auth0 & Node.js
Skills you'll gain: Full-Stack Web Development, Node.JS, JavaScript Frameworks, Authentications, OAuth, Web Applications, Back-End Web Development, Server Side, Secure Coding, Web Development Tools, Application Servers, Database Management, Javascript, Databases, Cryptography, Data Storage Technologies, Middleware, Routing Protocols
Intermediate · Course · 1 - 3 Months
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Coursera
Advanced Architectures in Embedded Software Design
Skills you'll gain: Real-Time Operating Systems, Embedded Software, Software Architecture, Embedded Systems, Systems Architecture, Software Design, Application Design, Software Design Patterns, Maintainability, Performance Tuning, System Programming, Safety Assurance, Interoperability, Software Testing, Scalability, Design Strategies
Intermediate · Course · 1 - 4 Weeks
Packt
Interactive Web Content Using AJAX and JSON in JavaScript
Skills you'll gain: Application Programming Interface (API), Web Development, Development Environment, Restful API, Web Applications, Hypertext Markup Language (HTML), GitHub, Data Structures
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Algorithmic Problem Solving
Skills you'll gain: Python Programming
Beginner · Course · 1 - 4 Weeks
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Coursera
Experience Essentials: Unlocking the UX Process with Miro
Skills you'll gain: User Experience Design, User Centered Design, Prototyping, Wireframing, User Research, Design Thinking, Collaborative Software
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Build a Developer Portfolio with SvelteKit & Sanity CMS
Skills you'll gain: Responsive Web Design, UI Components, Web Development Tools, Web Applications, Web Design and Development, Software Design, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Content Management Systems, Full-Stack Web Development, Back-End Web Development, Application Deployment, Server Side, Hypertext Markup Language (HTML), Data Management
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced Rust – Lifetimes, Iterators, Testing & Randomness
Skills you'll gain: Regression Testing, Algorithms
Advanced · Course · 1 - 3 Months
Status: New
Packt
Getting Technical with the Terminal
Skills you'll gain: Linux Commands
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Fred Hutchinson Cancer Center
Wrangling Computing Environments: Using Docker for Research
Skills you'll gain: CI/CD, Continuous Integration, Containerization, Docker (Software), Development Environment, Continuous Deployment, Devops Tools, Cloud-Native Computing, Bioinformatics, Software Development, Debugging, Software Versioning, Command-Line Interface
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Pearson
Certified Kubernetes Application Developer (CKAD): Unit 6
Skills you'll gain: Kubernetes, Network Troubleshooting, Authentications, Debugging, Event Monitoring, System Monitoring, Application Performance Management, Application Deployment, Application Programming Interface (API)
Intermediate · Course · 1 - 4 Weeks
Status: New
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

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

Explore and Visualize Data the Python Way: Coursera
Express Framework Basics: Secure Signup with Auth0 & Node.js: Packt
Advanced Architectures in Embedded Software Design: Coursera
Interactive Web Content Using AJAX and JSON in JavaScript: Packt
Algorithmic Problem Solving: Packt
Experience Essentials: Unlocking the UX Process with Miro: Coursera
Build a Developer Portfolio with SvelteKit & Sanity CMS: Packt
Advanced Rust – Lifetimes, Iterators, Testing & Randomness: Packt
Getting Technical with the Terminal: Packt
Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center