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

Status: New
Google Cloud
Utiliser BigQuery Machine Learning pour l'inférence
Skills you'll gain:
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Data Science Graduate Certificate
Skills you'll gain: Unsupervised Learning, Data Mining, Statistical Modeling, Supervised Learning, Deep Learning, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Service Level, Dimensionality Reduction, Probability, Data Warehousing, Statistical Machine Learning, Probability & Statistics, Data Pipelines, Data Processing, Regression Analysis, Performance Testing, Data Science, Bash (Scripting Language)
Credit offered
Graduate Certificate · 6 - 12 Months
Status: New
Dartmouth College
Prescriptive Analytics
Skills you'll gain: Operations Research, Analytics, Business Analytics, Process Optimization, Digital Transformation, Advanced Analytics, Data-Driven Decision-Making, Strategic Decision-Making, Data Science, Data Analysis, Complex Problem Solving, Logistics, Python Programming, Resource Allocation
Intermediate · Course · 1 - 3 Months
Status: New
Google Cloud
Machine Learning Operations (MLOps) with Vertex AI: Model Evaluation - 繁體中文
Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Predictive Modeling, Google Cloud Platform, System Monitoring, Machine Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, Data Quality, Automation
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Vector Search and Embeddings - Français
Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Google Cloud Platform, Natural Language Processing, Text Mining, Application Programming Interface (API), Machine Learning Methods, Cloud Computing, Cloud Services
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Privacy & Safety - Українська
Skills you'll gain: Information Privacy, Cloud Security, Personally Identifiable Information, Google Cloud Platform, Data Ethics, Generative AI, Data Security, Open Source Technology, Safety and Security, Artificial Intelligence, Machine Learning Methods
Intermediate · Course · 1 - 3 Months
Status: New
Dartmouth College
Simulation for Digital Transformation
Skills you'll gain: Simulation and Simulation Software, Digital Transformation, Systems Thinking, Complex Problem Solving, Business Analytics, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Process Optimization, Data Science, Workflow Management, Statistical Methods, Python Programming, Verification And Validation, Probability & Statistics
Intermediate · Course · 1 - 3 Months
University of Colorado Boulder
Industrial Internet of Things Graduate Certificate
Skills you'll gain: User Research, Project Design, User Experience Design, User Experience, Power Electronics, User Interface and User Experience (UI/UX) Design, Usability, Internet Of Things, Verification And Validation, Machine Learning Algorithms, Embedded Systems, Persona (User Experience), Failure Analysis, Usability Testing, User Centered Design, Product Planning, Debugging, Process Control, Machine Controls, Embedded Software
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Instructional Design MasterTrack® Certificate
Skills you'll gain: Process Improvement, Supply Chain Management, Operations Management, Supply Chain Planning, Statistical Process Controls, Change Management, Learning Theory, Transportation, Supply Chain, and Logistics, Business Process Improvement, Continuous Improvement Process, Instructional Design, Course Development, Augmented and Virtual Reality (AR/VR), Project Management, Student Engagement, Technology Strategies, Design Strategies, Collaboration, Emerging Technologies, Innovation
Credit offered
Mastertrack · 6 - 12 Months
Dartmouth College
Digital Transformation Certificate
Skills you'll gain: Predictive Analytics, Digital Transformation, Product Design, Predictive Modeling, Product Development, Business Transformation, Organizational Change, Data Strategy, Advanced Analytics, Design Thinking, Analytics, User Experience Design, Usability, Business Analytics, Innovation, Prototyping, Forecasting, Agile Project Management, Human Centered Design, Data-Driven Decision-Making
University Certificate · 6 - 12 Months
Google Cloud
Responsible AI for Developers: Fairness & Bias - Українська
Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Machine Learning, MLOps (Machine Learning Operations), Data Validation
Intermediate · Course · 1 - 3 Months
Status: New
Google Cloud
Menggunakan BigQuery Machine Learning untuk Inferensi
Skills you'll gain:
Beginner · Course · 1 - 4 Weeks