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
Technical University of Munich (TUM)
Eco-Tech: Exploring IT's Impact on a Sustainable Future
Skills you'll gain: Environmental Issue, Corporate Sustainability, Environmental Resource Management, Sustainability Reporting, Information Technology, Technology Solutions, Artificial Intelligence, Computing Platforms, Emerging Technologies, Business Strategies, Hardware Architecture, Innovation
Intermediate · Course · 1 - 3 Months
Google Cloud
Production Machine Learning Systems - Français
Skills you'll gain: Tensorflow, MLOps (Machine Learning Operations), Systems Architecture, Google Cloud Platform, Deep Learning, Applied Machine Learning, Machine Learning, Performance Tuning, Distributed Computing, Scalability, Data Pipelines, Debugging
Advanced · Course · 1 - 3 Months
Status: Free
Google Cloud
Attention Mechanism - 한국어
Skills you'll gain: Applied Machine Learning, Artificial Neural Networks, Deep Learning, Natural Language Processing, Machine Learning, Text Mining, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI: Applying AI Principles with GC - 한국어
Skills you'll gain: Data Ethics, Business Ethics, Governance, Artificial Intelligence, Ethical Standards And Conduct, Regulatory Compliance, Accountability, MLOps (Machine Learning Operations), Business Leadership, Decision Making, Business Strategy, Stakeholder Management
Beginner · Course · 1 - 3 Months
Status: New
L&T EduTech
Components of Hydropower Structures
Skills you'll gain: Mechanical Engineering, Construction Engineering, Civil Engineering, Hydraulics, Water Resources, Structural Engineering, Safety Training, Maintenance, Repair, and Facility Services, Electrical Engineering
Advanced · Course · 1 - 4 Weeks
Coursera Project Network
Integrando DevOps con Azure App Service
Skills you'll gain: Azure DevOps, System Monitoring, Application Deployment, DevOps, Microsoft Azure, Platform As A Service (PaaS), Cloud Applications, Continuous Deployment
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Packt
Comprehensive Introduction to Quantum Mechanics
Skills you'll gain: Emerging Technologies, Physics, Semiconductors, Mechanics, Applied Mathematics, Cryptography, Mathematical Modeling
Beginner · Course · 1 - 3 Months
Status: New
University of Michigan
Python Debugging Capstone Project: Fixing and Extending Code
Skills you'll gain: Debugging, Data Structures, NumPy, Pandas (Python Package), Program Development, Scientific Visualization, Data Manipulation, Jupyter, Data Processing, Numerical Analysis, Data Cleansing, Computational Thinking, Integrated Development Environments, Programming Principles, Maintainability, Software Documentation, Python Programming
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free
University of Leeds
Sustainability in Business: Building a Greener Future
Skills you'll gain: Corporate Sustainability, Environmental Social And Corporate Governance (ESG), Business Transformation, Sustainability Reporting, Business Modeling, Business Strategy, Business Leadership, Systems Thinking, Business Ethics, Environmental Policy, Stakeholder Engagement
Intermediate · Course · 1 - 4 Weeks
Packt
Integrating Advanced Features and App Deployment
Skills you'll gain: Apple iOS, iOS Development, Apple Xcode, Swift Programming, Mobile Development, Cloud Storage, Cloud Development, Web Applications, Data Storage Technologies, Application Deployment, Mobile Development Tools, UI Components, Application Development, Data Storage, Web Content, User Interface (UI), Mac OS, User Interface (UI) Design
Advanced · Course · 1 - 3 Months
Status: New
Packt
Time Series Forecasting with Facebook Prophet in Python
Skills you'll gain: Time Series Analysis and Forecasting, Forecasting, Anomaly Detection, Predictive Modeling, Python Programming, Exploratory Data Analysis, Statistical Analysis, Data Manipulation
Intermediate · Course · 1 - 4 Weeks
Status: Free
Google Cloud
Encoder-Decoder Architecture - בעברית
Skills you'll gain: Keras (Neural Network Library), Tensorflow, Machine Learning Methods, Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Natural Language Processing, Text Mining
Advanced · Course · 1 - 4 Weeks

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

Eco-Tech: Exploring IT's Impact on a Sustainable Future: Technical University of Munich (TUM)
Production Machine Learning Systems - Français: Google Cloud
Attention Mechanism - 한국어: Google Cloud
Responsible AI: Applying AI Principles with GC - 한국어: Google Cloud
Components of Hydropower Structures: L&T EduTech
Integrando DevOps con Azure App Service: Coursera Project Network
Comprehensive Introduction to Quantum Mechanics: Packt
Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
Sustainability in Business: Building a Greener Future: University of Leeds
Integrating Advanced Features and App Deployment: Packt

Applied Machine Learning Courses Online