Why is it important to learn about applied machine learning?

It's important to learn about applied machine learning if you want to pursue a career in it or if you want to know how to use it in data analysis. Applied machine learning can be used to solve problems and collect insights from big data sets. When you learn machine learning fundamentals, you will be able to do predictive analysis, data analysis, and text mining. You'll be able to apply different programming languages and platforms to the data problems faced in your organization. Applied machine learning can help you pull insights and make decisions from the information that has been collecting for a long time.

What career opportunities can arise from learning applied machine learning?

Career opportunities that arise from learning applied machine learning are mostly in computer programming. Applied machine learning, also known as automatic machine learning or AutoML, involves using computer languages for data analysis of large data. Being able to create the programs to do this is important. It is also useful to understand the power and limitations of applied machine learning if you will be using reports and making decisions based on applied machine learning. More and more management information systems include aspects of applied machine learning. This makes the field more useful to those who use data in their daily work.

How can online courses on Coursera help me learn applied machine learning?

Online courses on Coursera can help you learn applied machine learning in several languages and platforms, including Python, Matlab, Google Cloud, H20 in R, and TensorFlow. Some courses cover programming languages, and others look at how machine learning is applied to decision making in specific fields. Most courses are at an intermediate level, but a few offer a beginner-level introduction to the fundamentals of applied machine learning and how to chart, plot, and mine text to make big data usable. The courses include lectures, readings, and projects so that you can apply what you learn. Some courses stand alone, and others are part of Specializations and Professional Certificates.

What are the benefits of taking an online Applied Machine Learning course?

Online Applied Machine Learning courses offer a convenient and flexible way to enhance your existing knowledge or learn new Applied Machine Learning skills. With a wide range of Applied Machine Learning classes, you can conveniently learn at your own pace to advance your Applied Machine Learning career skills.

What Applied Machine Learning courses are best for training and upskilling employees or the workforce?

When looking to enhance your workforce's skills in Applied Machine Learning, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here .

Top Applied Machine Learning Courses - Learn Applied Machine Learning Online

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Explore the Applied Machine Learning Course Catalog

Status: New
Packt
Salesforce Certified AI Specialist Certification
Skills you'll gain: Prompt Engineering, Salesforce, Workflow Management, Process Design, Business Workflow Analysis, Generative AI, Artificial Intelligence, Customer Relationship Management, Predictive Modeling, Data Modeling, Data Security, Data Integration
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Exploit Development, Malware, & Defensive Strategies
Skills you'll gain: Penetration Testing, Malware Protection, Object Oriented Programming (OOP), Cybersecurity, Network Security, Vulnerability Scanning, Network Analysis, Information Systems Security, Network Protocols, Scripting, Python Programming, Command-Line Interface, Remote Access Systems
Advanced · Course · 1 - 3 Months
Status: New
Fred Hutchinson Cancer Center
Wrangling Computing Environments: Using Docker for Research
Skills you'll gain: CI/CD, Containerization, Docker (Software), Development Environment, Application Deployment, Devops Tools, Debugging, GitHub, Software Versioning, Command-Line Interface, Software Installation
Intermediate · Course · 1 - 3 Months
Status: New
Packt
WebSockets Protocol Explained – Master Web Development
Skills you'll gain: TCP/IP, Ajax, Network Protocols, Web Servers, Web Applications, Application Programming Interface (API), Web Development Tools, Javascript, General Networking, Event-Driven Programming, Secure Coding, Server Side, Real Time Data, Scalability
Intermediate · Course · 1 - 3 Months
Status: New
Packt
JavaScript Prototypes 2025 – The Complete Course
Skills you'll gain: Javascript, Prototyping, Object Oriented Programming (OOP), Software Design Patterns, Software Design, Software Architecture
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Master of Science in Computer Science
Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), New Product Development, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Goal Setting, Proposal Writing, Generative AI, Process Capability, Diversity Equity and Inclusion Initiatives
Earn a degree
Degree · 1 - 4 Years
Status: New
Packt
Networking Fundamentals and Protocols
Skills you'll gain: OSI Models, Networking Hardware, Network Protocols, Network Architecture, Cloud Computing, Wireless Networks, General Networking, TCP/IP, Computer Networking, Local Area Networks, Virtual Private Networks (VPN), Network Routing, Network Switches, Network Security
Intermediate · Course · 1 - 3 Months
Status: New
Packt
What's New in .NET and C#
Skills you'll gain: Microsoft Development Tools, Cross Platform Development, .NET Framework, C# (Programming Language), Software Development Tools, Microsoft Visual Studio, Performance Tuning, Application Security, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
.NET 8 Backend Bootcamp – Modulith, DDD & CQRS
Skills you'll gain:
Intermediate · Specialization · 3 - 6 Months
University of London
Bachelor of Science in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Earn a degree
Degree · 1 - 4 Years
Status: New
Packt
Advanced Kubernetes - Security, and Large-Scale Deployments
Skills you'll gain: Kubernetes, Cloud-Native Computing, Google Cloud Platform, Docker (Software), YAML, Application Deployment, MongoDB, Configuration Management, Cloud Security, Role-Based Access Control (RBAC), Network Security, Application Programming Interface (API), Scalability
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Ethical Hacking Foundations & Network Security
Skills you'll gain: Penetration Testing, Cybersecurity, Network Security, Linux, Vulnerability Scanning, Vulnerability Assessments, Command-Line Interface, Wireless Networks, Linux Commands, System Configuration, Virtual Private Networks (VPN), Network Analysis, Encryption, Software Installation, File Management, Virtual Machines
Beginner · Course · 1 - 3 Months

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

Salesforce Certified AI Specialist Certification: Packt
Exploit Development, Malware, & Defensive Strategies: Packt
Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
WebSockets Protocol Explained – Master Web Development: Packt
JavaScript Prototypes 2025 – The Complete Course: Packt
Master of Science in Computer Science: University of Colorado Boulder
Networking Fundamentals and Protocols: Packt
What's New in .NET and C#: Packt
.NET 8 Backend Bootcamp – Modulith, DDD & CQRS: Packt
Bachelor of Science in Computer Science: University of London

Applied Machine Learning Courses Online