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
Pontificia Universidad Católica de Chile
Análisis de sistemas térmicos usando Python
Skills you'll gain: Thermal Management, Python Programming, Mechanical Engineering, Engineering Analysis, Chemical Engineering, Numerical Analysis, Process Analysis, Computer Programming Tools, Engineering Calculations, Plot (Graphics), Scientific Visualization
Intermediate · Course · 1 - 3 Months
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 简体中文
Skills you'll gain: Data Ethics, Data Modeling, Data Analysis, Artificial Intelligence, Applied Machine Learning, Machine Learning, Technical Communication
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
Google Cloud
Migrating to AlloyDB from PostgreSQL Using Database Migration Service
Skills you'll gain: Data Migration, Google Cloud Platform, PostgreSQL, Operational Databases, Data Integrity, Virtual Private Networks (VPN)
Beginner · Project · Less Than 2 Hours
Status: New
Packt
Developing RAG Apps with LlamaIndex and JS
Skills you'll gain: Full-Stack Web Development, JavaScript Frameworks, Node.JS, Application Development, Data Maintenance, Restful API, Web Applications, Development Environment, Large Language Modeling, OpenAI, Generative AI, API Design, Application Deployment, Data Storage, Artificial Intelligence
Intermediate · Course · 1 - 3 Months
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
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: Data Ethics, Artificial Intelligence, Business Ethics, Ethical Standards And Conduct, Governance, Data Governance, Regulatory Compliance, Google Cloud Platform, Compliance Management, Accountability, Decision Making, Problem Management, Stakeholder Management
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
App Deployment, Security & Infrastructure Automation
Skills you'll gain: Open Web Application Security Project (OWASP), Infrastructure as Code (IaC), Application Deployment, CI/CD, Docker (Software), Containerization, DevOps, Cloud Development, Continuous Integration, Bash (Scripting Language), Continuous Deployment, Cloud Hosting, Platform As A Service (PaaS), Unit Testing, Infrastructure As A Service (IaaS), Network Security, Application Security, Firewall, Shell Script, Proxy Servers
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Gemini for Data Scientists and Analysts - Deutsch
Skills you'll gain: Google Cloud Platform, Customer Analysis, Generative AI, Marketing Analytics, Big Data, Analytics, Advanced Analytics, Customer Insights, Data-Driven Decision-Making, Data Analysis, Predictive Modeling, Applied Machine Learning, Marketing Strategies, Forecasting
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced Development, Deployment, and Cloud Integration
Skills you'll gain: ASP.NET, Application Deployment, Microsoft Azure, Cloud Applications, Software Architecture, Scalability, Authentications, User Interface (UI), .NET Framework, Software Design, Maintainability, UI/UX Strategy, Model View Controller, Secure Coding, Application Servers, Microsoft SQL Servers, Database Development, Debugging, Data Validation
Advanced · Course · 1 - 3 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

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

Análisis de sistemas térmicos usando Python: Pontificia Universidad Católica de Chile
Responsible AI for Developers: Interpretability & Transparency - 简体中文: Google Cloud
Valorizar a natureza e pessoas para melhor tomada de decisão: Capitals Coalition
Migrating to AlloyDB from PostgreSQL Using Database Migration Service: Google Cloud
Developing RAG Apps with LlamaIndex and JS: Packt
Introduction to Programming with C#12 and .NET8: Packt
Achieving Advanced Insights with BigQuery - Português: Google Cloud
Responsible AI: Applying AI Principles with GC - Indonesia: Google Cloud
App Deployment, Security & Infrastructure Automation: Packt
Gemini for Data Scientists and Analysts - Deutsch: Google Cloud

Applied Machine Learning Courses Online