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
Board Infinity
Advanced Concepts in React Native Development
Skills you'll gain: React Native, Jest (JavaScript Testing Framework), UI Components, Mobile Development, User Interface and User Experience (UI/UX) Design, Unit Testing, Development Testing, Data Security, iOS Development, React Redux, Debugging, Android (Operating System), Cross Platform Development, Integration Testing, Application Security, Performance Tuning
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free
Coursera Instructor Network
OpenCL Programming
Skills you'll gain: Scalability, C++ (Programming Language), Embedded Software, System Programming, Hardware Architecture, Computer Programming, Application Development, C (Programming Language), Application Performance Management, Artificial Intelligence, Simulations
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Foundations of Information Security and Incident Handling
Skills you'll gain: Incident Response, Computer Security Incident Management, Threat Management, Vulnerability Management, Threat Modeling, Risk Management Framework, Security Management, Information Systems Security, Vulnerability Assessments, Information Assurance, Cybersecurity, Cyber Security Policies, Security Controls, Continuous Monitoring, Disaster Recovery, Technical Communication
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Monitor an Apache Web Server using Ops Agent
Skills you'll gain: Google Cloud Platform, Apache, System Monitoring, Virtual Machines, Web Servers, System Configuration
Beginner · Project · Less Than 2 Hours
University of Colorado Boulder
Engineering Genetic Circuits: Abstraction Methods
Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Simulations, Numerical Analysis, Applied Mathematics, Verification And Validation, Differential Equations, Predictive Modeling, Linear Algebra, Algorithms
Build toward a degree
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free
Coursera Instructor Network
ChatGPT API for Developers: Integrate AI Effortlessly
Skills you'll gain: ChatGPT, Application Programming Interface (API), OpenAI, Authentications, Key Management, Artificial Intelligence, Python Programming, Performance Tuning, Data Security
Intermediate · Course · 1 - 3 Months
Codio
Data Analysis in Python
Skills you'll gain: Matplotlib, Statistical Hypothesis Testing, Data Analysis, Data Import/Export, Data Visualization, Data Cleansing, Data Manipulation, Statistics, Descriptive Statistics, Pandas (Python Package), Correlation Analysis, Python Programming, Programming Principles
Mixed · Course · 1 - 3 Months
Google Cloud
Introduction to AI and Machine Learning on GC - 简体中文
Skills you'll gain: Google Cloud Platform, Generative AI, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Artificial Intelligence, Cloud Infrastructure, Machine Learning, Cloud Development, Cloud API, Data Pipelines, Natural Language Processing
Beginner · Course · 1 - 3 Months
H2O.ai
H2O Cloud AI Developer Services
Skills you'll gain: Cloud Development, Image Analysis, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Computer Vision, MLOps (Machine Learning Operations), Artificial Intelligence, Generative AI, Natural Language Processing, Document Management, Software Development Tools, Data Integration, Deep Learning
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Crafting AI Identities: Strategies & Ethical Considerations
Skills you'll gain: Information Privacy, User Research, Persona (User Experience), Diversity and Inclusion, User Experience Design, Artificial Intelligence, Accountability, Human Machine Interfaces, Ethical Standards And Conduct, Business Ethics, Multimedia, User Centered Design
Intermediate · Course · 1 - 4 Weeks
Status: New
Scrimba
Learn Node.js
Skills you'll gain: Node.JS, JSON, Server Side, Web Applications, Back-End Web Development, Web Servers, Application Programming Interface (API), Restful API, Javascript, Package and Software Management, Software Design Patterns
Intermediate · Course · 1 - 4 Weeks
Codio
Multimodal Generative AI: Vision, Speech, and Assistants
Skills you'll gain: OpenAI, Generative AI, Application Programming Interface (API), Artificial Intelligence, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision
Beginner · Course · 1 - 4 Weeks

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

Advanced Concepts in React Native Development: Board Infinity
OpenCL Programming: Coursera Instructor Network
Foundations of Information Security and Incident Handling: Packt
Monitor an Apache Web Server using Ops Agent: Google Cloud
Engineering Genetic Circuits: Abstraction Methods: University of Colorado Boulder
ChatGPT API for Developers: Integrate AI Effortlessly: Coursera Instructor Network
Data Analysis in Python: Codio
Introduction to AI and Machine Learning on GC - 简体中文: Google Cloud
H2O Cloud AI Developer Services: H2O.ai
Crafting AI Identities: Strategies & Ethical Considerations: Coursera Instructor Network

Applied Machine Learning Courses Online