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

Packt
Offensive Hacking Unfolded - Become a Pro Pentester
Skills you'll gain: Penetration Testing, Vulnerability Assessments, Vulnerability Scanning, Cyber Security Assessment, Vulnerability Management, Security Controls, Security Testing, Virtual Machines, Application Security, Technical Documentation, Data Security, Web Servers, Linux
Beginner · Course · 1 - 3 Months
Duke University
Data Visualization and Modeling in Python
Skills you'll gain: Matplotlib, Predictive Modeling, Pandas (Python Package), Data Visualization Software, Visualization (Computer Graphics), Regression Analysis, Data Analysis, Data Cleansing, Data Science, Machine Learning Algorithms, Statistical Inference, Statistical Methods, Probability & Statistics, Python Programming
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Geliştiriciler İçin Sorumlu Yapay Zeka
Skills you'll gain: Cloud Security, Generative AI, Data Ethics, Information Privacy, Google Cloud Platform, Artificial Intelligence, Data Security, Artificial Intelligence and Machine Learning (AI/ML), Social Justice, MLOps (Machine Learning Operations), Open Source Technology, Safety and Security, Data-Driven Decision-Making, Ethical Standards And Conduct, Applied Machine Learning, Machine Learning, Software Documentation, Mitigation, Analysis, Data Analysis
Intermediate · Specialization · 1 - 3 Months
Edureka
Database Design and Operational Business Intelligence
Skills you'll gain: Database Design, Data Visualization, Power BI, Dashboard, Data Modeling, Business Intelligence, Microsoft SQL Servers, Transact-SQL, Relational Databases, Data Analysis Expressions (DAX), Database Management, Data Visualization Software, SQL, Data Management, Data Transformation, Data Integrity
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Object-Oriented Analysis and Design: Foundations & Concepts
Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Unified Modeling Language, JUnit, Software Testing, Software Engineering, Java, Computer Programming, Unit Testing, Software Design, System Design and Implementation, Test Driven Development (TDD), Requirements Analysis
Build toward a degree
Intermediate · Course · 1 - 3 Months
Status: Free
DeepLearning.AI
Efficiently Serving LLMs
Skills you'll gain: Performance Tuning, Generative AI, MLOps (Machine Learning Operations), Scalability, Artificial Intelligence and Machine Learning (AI/ML), Performance Testing, Application Performance Management
5
Rating, 5 out of 5 stars
6 reviews
Intermediate · Project · Less Than 2 Hours
Status: Free
Duke University
Open Design
Skills you'll gain: Design Thinking, Design, Human Centered Design, User Experience Design, Diversity and Inclusion, Community Development, Collaboration, Cultural Diversity
4.6
Rating, 4.6 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Работа с базами данных в Python
Skills you'll gain: SQL, Relational Databases, Database Management, Databases, Database Design, Data Visualization, Object Oriented Programming (OOP), Data Processing, Data Modeling, Data Manipulation, Python Programming, Application Programming Interface (API)
Mixed · Course · 1 - 3 Months
Packt
Arduino Bootcamp - Learning Through Projects
Skills you'll gain: Wireless Networks, Programming Principles, Software Installation, Interaction Design, Computer Programming, Display Devices, Internet Of Things, User Interface (UI), Embedded Systems, Program Development, Development Environment, Computer Programming Tools, Digital Communications, Embedded Software, Computer Hardware, Debugging, Prototyping, Open Source Technology
Beginner · Course · 1 - 3 Months
University of Lausanne
HEALTHY URBAN SYSTEMS - PART 1
Skills you'll gain: Geographic Information Systems, Health Systems, Spatial Analysis, Systems Thinking, Health Assessment, Systems Analysis, Policy Analysis, Environmental Issue, Data Management, Environmental Policy, Community Development, Emerging Technologies
Beginner · Course · 1 - 3 Months
Johns Hopkins University
Ein Crashkurs in Datenwissenschaft
Skills you'll gain: Data Science, Data Management, Data Modeling, Organizational Effectiveness, Data-Driven Decision-Making, Data Analysis, Project Design, Software Engineering, Machine Learning, Predictive Modeling, Statistical Inference, Presentations
Mixed · Course · 1 - 4 Weeks
Status: Free
University of Geneva
Migration, Health and Equity in Europe
Skills you'll gain: Research, Health Care, Medical Science and Research, Research Methodologies, Epidemiology, Healthcare Industry Knowledge, Health Systems, Cultural Sensitivity, Cultural Diversity, Data Collection, Policty Analysis, Research, and Development, Intercultural Competence, Social Justice, Health Assessment, Advocacy
Intermediate · Course · 1 - 3 Months