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
Board Infinity
Introduction to JUnit
Skills you'll gain: Object Oriented Programming (OOP), Eclipse (Software), Java Programming, Development Environment, Programming Principles, Computer Programming, Unit Testing, Debugging, Virtual Machines
Beginner · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - 繁體中文
Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Open Source Technology, Data Quality, Data Validation, Machine Learning
Intermediate · Course · 1 - 3 Months
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Machine Learning, Data Quality
Intermediate · Course · 1 - 4 Weeks
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
Google Cloud
Geliştiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Şeffaflık
Skills you'll gain: Data Ethics, Testability, Maintainability, Artificial Intelligence, Data Visualization Software, Applied Machine Learning, Machine Learning, Software Documentation
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Network Fundamentals & Cisco Platform Development
Skills you'll gain: Network Troubleshooting, Computing Platforms, Network Administration, General Networking, Software-Defined Networking, OSI Models, TCP/IP, Networking Hardware, Network Infrastructure, Network Model, Restful API, Network Protocols, Network Switches, Scripting, Application Programming Interface (API)
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Shiny for Python Ultimate - Web Development with Python
Skills you'll gain: Data Visualization, Web Applications, Interactive Data Visualization, Front-End Web Development, Application Deployment, Application Development, Web Development, User Interface (UI), Back-End Web Development, Program Development, Data Manipulation, Development Environment, GitHub
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 한국어
Skills you'll gain: Data Ethics, Artificial Intelligence, Applied Machine Learning, Data Analysis, Data Visualization Software, Exploratory Data Analysis, Machine Learning, Technical Documentation, Software Documentation
Intermediate · Course · 1 - 4 Weeks
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
Google Cloud
Responsible AI for Developers: Fairness & Bias - 한국어
Skills you'll gain: Data Ethics, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Tensorflow, Open Source Technology, Machine Learning, Applied Machine Learning, Data Analysis
Intermediate · Course · 1 - 3 Months
Status: New
Packt
C# Object-Oriented Programming for Beginners in C# and .NET
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, C# (Programming Language), Programming Principles, .NET Framework
Beginner · Course · 1 - 3 Months
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 日本語版
Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Google Cloud Platform, Data Quality, Predictive Modeling, Machine Learning Methods, Machine Learning, Natural Language Processing
Intermediate · Course · 1 - 4 Weeks

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

Introduction to JUnit: Board Infinity
Responsible AI for Developers: Fairness & Bias - 繁體中文: Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Deutsch: Google Cloud
Advanced Kubernetes - Security, and Large-Scale Deployments: Packt
Geliştiriciler için Sorumlu Yapay Zeka: Yorumlanabilirlik ve Şeffaflık: Google Cloud
Network Fundamentals & Cisco Platform Development: Packt
Shiny for Python Ultimate - Web Development with Python: Packt
Responsible AI for Developers: Interpretability & Transparency - 한국어: Google Cloud
Exploit Development, Malware, & Defensive Strategies: Packt
Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud

Applied Machine Learning Courses Online