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

Explore the Applied Machine Learning Course Catalog

L&T EduTech
Industry 4.0: PLM, Value Chain, and Smart Factory
Skills you'll gain: Product Lifecycle Management, Manufacturing and Production, Robotic Process Automation, Production Process, Automation, Enterprise Resource Planning, Internet Of Things, Digital Transformation, Systems Integration, Computer-Aided Design, Predictive Modeling, Artificial Intelligence, Data Sharing, Augmented Reality
4.3
Rating, 4.3 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
The Chinese University of Hong Kong
离散优化建模高阶篇 Advanced Modeling for Discrete Optimization
Skills you'll gain: Mathematical Modeling, Operations Research, Debugging, Computational Logic, Applied Mathematics, Algorithms, Geometry
4.3
Rating, 4.3 out of 5 stars
6 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Applying Python for Data Analysis
Skills you'll gain: Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Data Manipulation, Data Science, Business Analytics, Data Transformation, Statistics, Data Visualization Software, Descriptive Statistics, Data Cleansing, Time Series Analysis and Forecasting, Data Import/Export, Python Programming
4.5
Rating, 4.5 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Introduction to Terraform
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Cloud Infrastructure, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Management, Programming Principles, Data Security
4.4
Rating, 4.4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera
Navigating Generative AI Risks for Leaders
Skills you'll gain: Data Ethics, Generative AI, Compliance Management, Business Ethics, Governance Risk Management and Compliance, Governance, Artificial Intelligence, Business Risk Management, Regulatory Requirements, Risk Management, Personally Identifiable Information, Data Security, Business Strategy
4.9
Rating, 4.9 out of 5 stars
32 reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
NLP System Architecture and Dev-Ops
Skills you'll gain: Natural Language Processing, MLOps (Machine Learning Operations), Application Lifecycle Management, PyTorch (Machine Learning Library), Application Development, Algorithms, Software Architecture, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Text Mining, System Implementation, Machine Learning
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Create Engaging Presentations with Easelly
Skills you'll gain: Infographics, Presentations, Graphic and Visual Design, Graphical Tools, Developing Training Materials
4.7
Rating, 4.7 out of 5 stars
41 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
National Taiwan University
東亞儒學：孟子二 (East Asian Confucianisms: Mencius(2))
Skills you'll gain: Liberal Arts, Cultural Diversity, Culture, Research, Political Sciences, Human Learning, Social Sciences, Ethical Standards And Conduct, Governance
4.7
Rating, 4.7 out of 5 stars
12 reviews
Mixed · Course · 1 - 3 Months
Emory University
Reproducible Templates for Analysis and Dissemination
Skills you'll gain: Rmarkdown, Technical Documentation, Software Documentation, Document Management, Technical Writing, Data Sharing, General Science and Research, Technical Communication, R Programming, YAML, Automation, HTML and CSS, Version Control
4.7
Rating, 4.7 out of 5 stars
18 reviews
Beginner · Course · 1 - 3 Months
Fractal Analytics
Coding with Generative AI
Skills you'll gain: Generative AI, Object Oriented Programming (OOP), Artificial Neural Networks, Computer Programming, Deep Learning, Artificial Intelligence, Debugging, Python Programming, Semantic Web, Natural Language Processing
4.4
Rating, 4.4 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado System
Intermediate Object-Oriented Programming for Unreal Games
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Event-Driven Programming, Computer Programming, Program Development, User Interface (UI), Debugging, Data Import/Export, File Management, Software Design
4.9
Rating, 4.9 out of 5 stars
16 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
National Taiwan University
東亞儒家：人文精神二(East Asian Confucianisms: Humanism (2))
Skills you'll gain: Political Sciences, Liberal Arts, Culture, Social Studies, Governance, Human Learning, Intercultural Competence, Cultural Diversity
4.7
Rating, 4.7 out of 5 stars
24 reviews
Intermediate · Course · 1 - 3 Months