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

Clemson University
Master of Science in Computer Science
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Status: New
Packt
Master LangChain with No-Code tools - Flowise and LangFlow
Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Automation, Application Development, Application Programming Interface (API), Data Integration, Software Installation
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Pennsylvania
Operations Analytics
Skills you'll gain: Business Analytics, Descriptive Analytics, Predictive Analytics, Analytics, Demand Planning, Data-Driven Decision-Making, Operational Analysis, Business Operations, Risk Analysis, Forecasting, Operations Management, Simulation and Simulation Software, Process Optimization, Decision Making, Decision Tree Learning, Spreadsheet Software, Microsoft Excel, Probability Distribution
4.7
Rating, 4.7 out of 5 stars
5.1K reviews
Mixed · Course · 1 - 4 Weeks
Status: Free Trial
University of California San Diego
Bioinformatics
Skills you'll gain: Bioinformatics, Molecular Biology, Dimensionality Reduction, Unsupervised Learning, Applied Machine Learning, Data Analysis, Computational Thinking, Graph Theory, Markov Model, Biochemistry, Life Sciences, Microbiology, Statistical Analysis, Medical Science and Research, Precision Medicine, Biology, Pharmacology, Algorithms, Infectious Diseases, Data Mining
4.3
Rating, 4.3 out of 5 stars
1.2K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Packt
AWS Step Functions – Automate Complex Tasks with Workflows
Skills you'll gain: Debugging, Amazon Web Services, AWS CloudFormation, Business Process Automation, Automation, Amazon S3, AWS Identity and Access Management (IAM), Amazon CloudWatch, Serverless Computing, API Gateway, Amazon DynamoDB, JSON, Data Validation
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Architecting AI Solutions – Scalable GenAI Systems
Skills you'll gain: Generative AI, Scalability, Cloud Computing Architecture, Large Language Modeling, Systems Architecture, Cloud Applications, Cloud-Native Computing, Site Reliability Engineering, Artificial Intelligence and Machine Learning (AI/ML), Threat Modeling, Security Engineering, Containerization, Load Balancing, Docker (Software), System Monitoring, Disaster Recovery, Information Privacy
Intermediate · Course · 1 - 3 Months
Status: New
Rutgers the State University of New Jersey
Generative AI & Governmental Financial Reporting
Skills you'll gain: Prompt Engineering, Scalability, Large Language Modeling, Governmental Accounting, Unstructured Data, Financial Data, Generative AI, Accounting, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Robotic Process Automation, Data Processing, Automation, Application Programming Interface (API), Decision Making, User Interface (UI)
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Microsoft
Deployment and DevOps
Skills you'll gain: CI/CD, Continuous Integration, Application Deployment, Microsoft Azure, Cloud Services, Continuous Deployment, DevOps, Cloud Applications, Cloud Security, Application Performance Management, Microsoft Copilot, System Monitoring, Automation, Scripting, Debugging
Beginner · Course · 1 - 3 Months
Status: New
University of Colorado Boulder
Introduction to Bayesian Statistics for Data Science
Skills you'll gain: Bayesian Statistics, Statistical Inference, Statistical Modeling, Predictive Analytics, Statistical Methods, Data Ethics, Data Science, Probability, Regression Analysis, Analytical Skills, Probability Distribution
Intermediate · Course · 1 - 3 Months
Status: New
Packt
AZ-204 Developing Solutions for Microsoft Azure
Skills you'll gain: Microsoft Azure, Serverless Computing, Virtual Machines, Containerization, Cloud Applications, Docker (Software), Platform As A Service (PaaS), Application Deployment, Infrastructure As A Service (IaaS), Kubernetes, .NET Framework, Data Security, Event-Driven Programming, Azure Active Directory, Cloud Security, Microservices, API Design, Cloud Storage, System Monitoring, Scalability
Intermediate · Course · 3 - 6 Months
Status: New
Status: Free Trial
Whizlabs
Exam Prep (SAP-C02): AWS Solutions Architect - Professional
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, AWS SageMaker, Amazon DynamoDB, Amazon Redshift, Serverless Computing, Identity and Access Management, Amazon S3, AWS CloudFormation, Cloud Management, AWS Kinesis, Infrastructure as Code (IaC), Amazon Web Services, Cloud Security, Network Security, Threat Detection, Amazon Elastic Compute Cloud, Network Architecture, Infrastructure Security, Kubernetes
Advanced · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Snowflake
Snowflake Generative AI
Skills you'll gain: Prompt Engineering, Generative AI, Data Manipulation, OpenAI, Snowflake Schema, ChatGPT, Large Language Modeling, Application Deployment, Data Lakes, Data Warehousing, SQL, Natural Language Processing, Unstructured Data, Data Pipelines, Cloud Applications, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Artificial Intelligence
4.8
Rating, 4.8 out of 5 stars
113 reviews
Beginner · Professional Certificate · 1 - 3 Months