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 .

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Explore the Applied Machine Learning Course Catalog

Universidad Nacional Autónoma de México
Creatividad computacional
Skills you'll gain: Creativity, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Computer Graphics, Python Programming, Algorithms
4.6
Rating, 4.6 out of 5 stars
11 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Linux: File Management for Devops
Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems
4.7
Rating, 4.7 out of 5 stars
61 reviews
Intermediate · Guided Project · Less Than 2 Hours
Imperial College London
Systematic Creative Thinking: Tools for Success
Skills you'll gain: Brainstorming, Creative Problem-Solving, Ideation, Creative Thinking, Problem Solving, Creativity, Systems Thinking, Innovation, Decision Making, Analysis
4.8
Rating, 4.8 out of 5 stars
48 reviews
Intermediate · Course · 1 - 3 Months
Illinois Tech
Mastering Excel Essentials to Enhance Business Value
Skills you'll gain: Microsoft Excel, Data Visualization, Data Management, Data Entry, Spreadsheet Software, Excel Formulas, Business Analytics, Data-Driven Decision-Making, Productivity Software, Data Analysis Software, Decision Making, Business Modeling, Data Validation, Financial Analysis
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
23 reviews
Beginner · Course · 1 - 4 Weeks
Google Cloud
Machine Learning in the Enterprise - 日本語版
Skills you'll gain: Data Governance, MLOps (Machine Learning Operations), Data Management, Forecasting, Google Cloud Platform, Predictive Analytics, Data Pipelines, Applied Machine Learning, Machine Learning, Artificial Neural Networks, Performance Tuning
Intermediate · Course · 1 - 3 Months
Packt
Advanced Generative Adversarial Networks (GANs)
Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Artificial Neural Networks, Deep Learning, Tensorflow, Keras (Neural Network Library), Computer Vision, Jupyter, Machine Learning, Matplotlib, NumPy
Advanced · Course · 3 - 6 Months
Edureka
Fundamentals of Data Governance
Skills you'll gain: Data Governance, Data Management, Information Management, Metadata Management, Data Strategy, Governance, Data Integrity, Cloud Management, Regulatory Requirements, Compliance Management, Data Quality, Data Security, Cloud Solutions
4.2
Rating, 4.2 out of 5 stars
29 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Amazon Web Services
Building a Generative AI-Ready Organization
Skills you'll gain: Strategic Decision-Making, Data-Driven Decision-Making, Competitive Intelligence, Business Leadership, Organizational Strategy, Innovation, Business Strategy, Business Strategies, Operational Efficiency, Technology Strategies, Business Process Automation, Program Implementation, Project Implementation, Technology Solutions, Competitive Analysis
4.4
Rating, 4.4 out of 5 stars
53 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Erasmus University Rotterdam
Mind of the Universe: Science in Progress
Skills you'll gain: Creative Thinking, Research, Research Design, Scientific Methods, Critical Thinking, Experimentation, Problem Solving, Ethical Standards And Conduct
4.5
Rating, 4.5 out of 5 stars
15 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Use Wakelet to Curate Learning Collections
Skills you'll gain: Student Engagement, Information Architecture, Organizational Skills, Content Management
Beginner · Guided Project · Less Than 2 Hours
Kennesaw State University
The Control Phase for the 6 σ Black Belt
Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Lean Manufacturing, Process Improvement, Process Capability, Quality Improvement, Run Chart, Continuous Improvement Process, Operational Efficiency, Business Process Improvement, Variance Analysis, Performance Improvement, Analysis, Document Management, Training and Development
4.3
Rating, 4.3 out of 5 stars
25 reviews
Mixed · Course · 1 - 3 Months
Google Cloud
Introduction to Computer Vision with TensorFlow
Skills you'll gain: Tensorflow, Computer Vision, Machine Learning Methods, Development Environment, Image Analysis, Google Cloud Platform, Deep Learning, Artificial Neural Networks
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Project · Less Than 2 Hours