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

Google Cloud
Uptraining with Document AI Workbench
Skills you'll gain: Google Cloud Platform, Data Processing, Document Management, Unstructured Data, MLOps (Machine Learning Operations), Data Capture
Intermediate · Project · Less Than 2 Hours
Status: New
Google Cloud
Gen AI Agents: Transform Your Organization
Skills you'll gain: Generative AI, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Organizational Strategy, Technology Strategies, Innovation, Customer Engagement, Application Development, Business Strategy
Beginner · Course · 1 - 4 Weeks
Status: New
Board Infinity
Verbal Reasoning for Entrance Exams & Career Success
Skills you'll gain: Vocabulary, Grammar, Critical Thinking, Problem Solving, Deductive Reasoning, Literacy, Analytical Skills, Verbal Communication Skills, Communication, Complex Problem Solving, Language Learning, Time Management, Decision Making
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
University of Minnesota
Prescriptive Analytics Project Ideation
Skills you'll gain: Simulations, Sprint Planning, Advanced Analytics, Process Mapping, Operational Analysis, Project Planning, Production Planning, Capacity Planning, Solution Design, Business Analysis, Process Improvement and Optimization, Analytics, Staff Management, Prioritization
Beginner · Course · 1 - 3 Months
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, Data Manipulation
Beginner · Guided Project · Less Than 2 Hours
University of Maryland, College Park
Create Program Changes with Power Skills & Digital Enablers
Skills you'll gain: Leadership Studies, Program Management, Stakeholder Management, Organizational Leadership, Digital Transformation, Team Leadership, Organizational Change, People Management, Change Management, Adaptability, Workforce Development, Innovation
Beginner · 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
Packt
Introduction to AJAX and Mini-Projects
Skills you'll gain: Ajax, Server Side, Web Applications, JSON, PHP (Scripting Language), Extensible Markup Language (XML), Web Development, Node.JS, Javascript, Back-End Web Development, Restful API, Application Programming Interface (API), HTML and CSS
Beginner · Course · 1 - 4 Weeks
Status: New
Dartmouth College
Data Analytics for Digital Transformation
Skills you'll gain: Digital Transformation, Business Ethics, Predictive Modeling, Analytics, Predictive Analytics, Simulation and Simulation Software, Business Transformation, Advanced Analytics, Scikit Learn (Machine Learning Library), Operations Research, Business Technologies, Business Analytics, Data-Driven Decision-Making, Feature Engineering, Systems Thinking, Complex Problem Solving, Process Optimization, Technology Strategies, Applied Machine Learning, Data Ethics
Intermediate · Specialization · 3 - 6 Months
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

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

Uptraining with Document AI Workbench: Google Cloud
Gen AI Agents: Transform Your Organization: Google Cloud
Verbal Reasoning for Entrance Exams & Career Success: Board Infinity
Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
Prescriptive Analytics Project Ideation: University of Minnesota
Cómo importar datos y crear visualizaciones en Python: Coursera Project Network
Create Program Changes with Power Skills & Digital Enablers : University of Maryland, College Park
Production Machine Learning Systems - Français: Google Cloud
Attention Mechanism - 한국어: Google Cloud
Introduction to AJAX and Mini-Projects: Packt

Applied Machine Learning Courses Online