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
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español
Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Business Metrics, Applied Machine Learning, Google Cloud Platform, Predictive Modeling, Verification And Validation, Data Validation, Machine Learning
Intermediate · Course · 1 - 4 Weeks
Capitals Coalition
Valorizar a natureza e pessoas para melhor tomada de decisão
Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Business Risk Management, Business Valuation, Cost Benefit Analysis, Sustainability Reporting, Natural Resource Management, Human Capital, Decision Making, Project Scoping, Data Collection
Beginner · Course · 1 - 4 Weeks
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Português Brasileiro
Skills you'll gain: Generative AI, Google Cloud Platform, MLOps (Machine Learning Operations), Predictive Modeling, Continuous Monitoring, Large Language Modeling, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Introduction to Programming with C#12 and .NET8
Skills you'll gain: GitHub, Version Control, Object Oriented Programming (OOP), Debugging, Development Environment, C# (Programming Language), Microsoft Visual Studio, Microsoft Development Tools, Computer Programming, Programming Principles, Integrated Development Environments, .NET Framework, Data Structures
Beginner · Course · 3 - 6 Months
Status: New
Packt
AWS Step Functions – Automate Complex Tasks with Workflows
Skills you'll gain: Debugging, Amazon Web Services, AWS CloudFormation, Business Process Automation, Automation, Amazon S3, AWS Identity and Access Management (IAM), Amazon CloudWatch, Serverless Computing, API Gateway, Amazon DynamoDB, JSON, Data Validation
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Modern JavaScript Tooling, Modules, and Backend Integration
Skills you'll gain: Jest (JavaScript Testing Framework), Node.JS, Full-Stack Web Development, Webpack, Application Deployment, Web Development Tools, Unit Testing, Back-End Web Development, Restful API, Application Development, Web Development, MongoDB, Javascript, Front-End Web Development, Data Structures
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
App Deployment, Security & Infrastructure Automation
Skills you'll gain: Infrastructure as Code (IaC), Application Deployment, Open Web Application Security Project (OWASP), CI/CD, Docker (Software), Bash (Scripting Language), Cloud Development, DevOps, Containerization, IT Automation, Cloud Hosting, Load Balancing, Ansible, Infrastructure As A Service (IaaS), Secure Coding, Application Security, Firewall, Servers, Unit Testing
Intermediate · Course · 1 - 4 Weeks
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français
Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Continuous Monitoring, Google Cloud Platform, Predictive Modeling, Verification And Validation, System Monitoring, Machine Learning, Data Validation, A/B Testing, Data Quality
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano
Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Data Cleansing, Data Pipelines, Data Transformation, Feature Engineering, MLOps (Machine Learning Operations), Deep Learning, Artificial Neural Networks, Scalability, Machine Learning, Application Programming Interface (API)
Intermediate · Course · 1 - 3 Months
Status: New
Board Infinity
Advanced Hibernate Techniques
Skills you'll gain: Model View Controller, Spring Framework, Java Platform Enterprise Edition (J2EE), Web Applications, Software Architecture, Enterprise Application Management, Data Validation, Data Management
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Achieving Advanced Insights with BigQuery - Português
Skills you'll gain: SQL, Google Cloud Platform, Data Architecture, Data Security, Performance Tuning, Data Warehousing, Data Manipulation, Data Modeling, Scalability, Data Analysis
Beginner · Course · 1 - 3 Months
Google Cloud
Responsible AI: Applying AI Principles with GC - Indonesia
Skills you'll gain: Artificial Intelligence, Data Ethics, Governance, Business Ethics, Generative AI, Google Cloud Platform, Accountability, Ethical Standards And Conduct, Decision Making, Stakeholder Management
Beginner · Course · 1 - 3 Months

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

Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Español: Google Cloud
Valorizar a natureza e pessoas para melhor tomada de decisão: Capitals Coalition
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Português Brasileiro: Google Cloud
Introduction to Programming with C#12 and .NET8: Packt
AWS Step Functions – Automate Complex Tasks with Workflows: Packt
Modern JavaScript Tooling, Modules, and Backend Integration: Packt
App Deployment, Security & Infrastructure Automation: Packt
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - Français: Google Cloud
Build, Train and Deploy ML Models with Keras on Google Cloud - Italiano: Google Cloud
Advanced Hibernate Techniques: Board Infinity

Applied Machine Learning Courses Online