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

DeepLearning.AI
TensorFlow: Advanced Techniques
Skills you'll gain: Generative AI, Tensorflow, Computer Vision, Image Analysis, Deep Learning, Keras (Neural Network Library), Artificial Neural Networks, Machine Learning Methods, Distributed Computing, Unsupervised Learning, Network Model, Scalability, Visualization (Computer Graphics), Network Architecture, Performance Tuning, Machine Learning, API Design
4.8
Rating, 4.8 out of 5 stars
1.7K reviews
Intermediate · Specialization · 3 - 6 Months
Microsoft
Master Microsoft Office 365 and Power Platform
Skills you'll gain: Microsoft Power Platform, Microsoft Power Automate/Flow, Power BI, Microsoft 365, Multimedia, Microsoft PowerPoint, Dashboard, Microsoft Excel, Excel Formulas, Microsoft Word, Data Visualization, Presentations, Spreadsheet Software, Microsoft Outlook, Data Integration, Microsoft Azure, Productivity Software, Business Intelligence, Business Process Automation, Application Development
4.7
Rating, 4.7 out of 5 stars
5.3K reviews
Beginner · Specialization · 3 - 6 Months
Microsoft
Build and Operate Machine Learning Solutions with Azure
Skills you'll gain: Microsoft Azure, MLOps (Machine Learning Operations), Databricks, Cloud Computing, Applied Machine Learning, Data Ethics, Data Pipelines, Machine Learning, Information Privacy, Tensorflow, Performance Tuning
3.8
Rating, 3.8 out of 5 stars
64 reviews
Intermediate · Course · 1 - 3 Months
Multiple educators
Object Oriented Programming in Java
Skills you'll gain: Unit Testing, Data Structures, Event-Driven Programming, Interactive Data Visualization, Java, Java Programming, Object Oriented Programming (OOP), Development Testing, User Interface (UI), Debugging, Software Testing, Cryptography, Computer Programming, Performance Tuning, Encryption, Algorithms, Graphical Tools, Software Engineering, Program Development, Programming Principles
4.6
Rating, 4.6 out of 5 stars
15K reviews
Beginner · Specialization · 3 - 6 Months
IBM
IBM Data Warehouse Engineer
Skills you'll gain: Data Warehousing, SQL, Extract, Transform, Load, Apache Airflow, Linux Commands, Database Design, IBM Cognos Analytics, MySQL, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Database Architecture and Administration, IBM DB2, Data Visualization, Relational Databases, Dashboard, Stored Procedure, Data Architecture
4.7
Rating, 4.7 out of 5 stars
5.9K reviews
Beginner · Professional Certificate · 3 - 6 Months
IBM
Generative AI Fundamentals
Skills you'll gain: Generative AI, ChatGPT, OpenAI, Data Ethics, Leadership and Management, Business Leadership, Strategic Leadership, Business Ethics, IBM Cloud, Tensorflow, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Content Creation, Business Transformation, New Business Development, Innovation, Software Development Tools
4.7
Rating, 4.7 out of 5 stars
6K reviews
Beginner · Specialization · 3 - 6 Months
Vanderbilt University
Prompt Engineering
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Data Presentation, Document Management, Generative AI, Artificial Intelligence, Risk Management Framework, Productivity Software, Microsoft Excel, Creative Thinking, Creativity, Data Ethics, Data Analysis, Information Management, Natural Language Processing, Data Transformation, Technical Communication, Workflow Management, Content Creation
4.8
Rating, 4.8 out of 5 stars
6.1K reviews
Beginner · Specialization · 1 - 3 Months
University of Michigan
Applied Plotting, Charting & Data Representation in Python
Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Interactive Data Visualization, Scientific Visualization, Visualization (Computer Graphics), Statistical Visualization, Graphing, Scatter Plots, Data Manipulation, Histogram, NumPy, Pandas (Python Package)
4.5
Rating, 4.5 out of 5 stars
6.3K reviews
Intermediate · Course · 1 - 4 Weeks
Meta
Meta Database Engineer
Skills you'll gain: MySQL, Database Design, Version Control, Database Management Systems, MySQL Workbench, Extract, Transform, Load, Stored Procedure, Data Modeling, Data Structures, SQL, Database Theory, Unix Commands, Relational Databases, Databases, Git (Version Control System), Object Oriented Programming (OOP), Database Management, Unit Testing, Algorithms, Django (Web Framework)
4.6
Rating, 4.6 out of 5 stars
7K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: Free
Deep Teaching Solutions
学会如何学习：帮助你掌握复杂学科的强大智力工具（Learning How to Learn）
Skills you'll gain: Lifelong Learning, Learning Strategies, Collaboration, Willingness To Learn, Human Learning, Mental Concentration, Open Mindset, Time Management, Creativity, Problem Solving, Self-Discipline, Personal Development, Self-Awareness, Research
4.9
Rating, 4.9 out of 5 stars
1.7K reviews
Mixed · Course · 1 - 3 Months
Vanderbilt University
Generative AI Assistants
Skills you'll gain: ChatGPT, Generative AI, Ideation, Verification And Validation, OpenAI, Artificial Intelligence, Personalized Service, Risk Management Framework, Expense Management, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Productivity Software, Creativity, Digital Transformation, Data Ethics, Business Process Automation, Expense Reports, Innovation, Natural Language Processing, Test Case
4.8
Rating, 4.8 out of 5 stars
6K reviews
Beginner · Specialization · 1 - 3 Months
Status: New
Vanderbilt University
Agentic AI and AI Agents for Leaders
Skills you'll gain: ChatGPT, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Process Automation, OpenAI, Personalized Service, Automation, Strategic Thinking, Business Transformation, Expense Management, Creative Thinking, Technology Strategies, Productivity Software, Creativity, Business Strategy, Strategic Decision-Making, Digital Transformation, Emerging Technologies, Natural Language Processing
4.8
Rating, 4.8 out of 5 stars
5.8K reviews
Beginner · Specialization · 1 - 3 Months