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
Universidades Anáhuac
Data Science: Tus Primeros Pasos con Python
Skills you'll gain: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Programming Principles, Data Structures
Beginner · Course · 1 - 4 Weeks
Status: New
Board Infinity
Generative AI in Software Development
Skills you'll gain: Generative AI, Data Ethics, OpenAI, Large Language Modeling, Prompt Engineering, ChatGPT, Software Development, Microsoft Copilot, Artificial Intelligence, Software Engineering, Maintainability, Machine Learning, Deep Learning, Debugging, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free
Coursera Instructor Network
Unlocking Oracle Exadata Database Service in OCI
Skills you'll gain: Oracle Databases, Cloud Computing, Data Architecture, Strategic Partnership, Cloud Security, Database Architecture and Administration, Cloud Infrastructure, Database Management, Cloud Platforms, Scalability, Data Storage Technologies, Disaster Recovery
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Persone, tecnologia e futuro della mobilità
Skills you'll gain: Automation, Interactive Learning, Social Sciences, Economics, Policy, and Social Studies, Electric Power Systems, Augmented and Virtual Reality (AR/VR), Transportation Operations, Policy Analysis, Emerging Technologies, Health Equity, Environmental Issue, Socioeconomics, Social Justice, Public Policies, Safety and Security
Beginner · Course · 1 - 3 Months
Google Cloud
ML Pipelines on Google Cloud en Español
Skills you'll gain: MLOps (Machine Learning Operations), CI/CD, Google Cloud Platform, Apache Airflow, Data Pipelines, Kubernetes, Tensorflow, Metadata Management, PyTorch (Machine Learning Library), Containerization
Advanced · Course · 1 - 3 Months
Status: Free
Google Cloud
Introduction to Image Generation - 繁體中文
Skills you'll gain: Generative AI, Image Analysis, Machine Learning Methods, Deep Learning, Google Cloud Platform, Physics, Physical Science
Beginner · Course · 1 - 4 Weeks
Packt
Comprehensive Automation and Continuous Integration
Skills you'll gain: Jenkins, Selenium (Software), GitHub, Git (Version Control System), CI/CD, Continuous Integration, Apache Maven, Performance Testing, Version Control, Test Automation, Java, Software Testing, Object Oriented Programming (OOP), Browser Compatibility, MySQL Workbench
Intermediate · Course · 3 - 6 Months
Google Cloud
Innovating with Google Cloud Artificial Intelligence - Português Brasileiro
Skills you'll gain: Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Digital Transformation, Cloud API, Applied Machine Learning, Analytics, Big Data, Business Intelligence, Data Quality
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Cómo importar datos y crear visualizaciones en Python
Skills you'll gain: Matplotlib, Data Visualization Software, Pandas (Python Package), Jupyter, Data Import/Export, Data Science, Data Analysis, Analytical Skills, Python Programming, Scripting
Beginner · Guided Project · Less Than 2 Hours
Status: New
Status: Free
Coursera Instructor Network
Building AI Agents: Automation and NLP Foundations
Skills you'll gain: Generative AI Agents, Artificial Intelligence, Agentic systems, OpenAI, Automation, ChatGPT, Generative AI, Business Process Automation, Software Development Tools, Prompt Engineering, Large Language Modeling, Decision Making, Ethical Standards And Conduct, Performance Analysis
Intermediate · Course · 1 - 4 Weeks
HubSpot Academy
Inbound Sales
Skills you'll gain: Sales Presentations, Prospecting and Qualification, Persona Development, Sales Strategy, Sales Process, Target Audience, Sales Pipelines, Sales, Lead Generation, Customer Analysis, Marketing Automation, Needs Assessment, Customer Relationship Management (CRM) Software, Email Marketing
Beginner · Course · 1 - 3 Months
Packt
Django with Tailwind CSS
Skills you'll gain: Django (Web Framework), Authentications, Model View Controller, Ajax, Web Development, Development Environment, Chart.js, Web Applications, UI Components, Data Management, Cascading Style Sheets (CSS), Javascript, Responsive Web Design, Data Modeling
Intermediate · Course · 1 - 3 Months

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

Data Science: Tus Primeros Pasos con Python: Universidades Anáhuac
Generative AI in Software Development: Board Infinity
Unlocking Oracle Exadata Database Service in OCI: Coursera Instructor Network
Persone, tecnologia e futuro della mobilità: University of Michigan
ML Pipelines on Google Cloud en Español: Google Cloud
Introduction to Image Generation - 繁體中文: Google Cloud
Comprehensive Automation and Continuous Integration: Packt
Innovating with Google Cloud Artificial Intelligence - Português Brasileiro: Google Cloud
Cómo importar datos y crear visualizaciones en Python: Coursera Project Network
Building AI Agents: Automation and NLP Foundations: Coursera Instructor Network

Applied Machine Learning Courses Online