What skills can I learn in machine learning courses on Coursera?

Machine learning courses on Coursera cover a range of essential skills including: Supervised learning and unsupervised learning methodologies Neural networks and deep learning architectures Algorithmic foundations such as regression, classification, and clustering Data preprocessing, feature engineering , and data augmentation techniques Model evaluation and optimization methods Practical applications of machine learning in various industries Implementation of machine learning algorithms using Python and libraries like TensorFlow and PyTorch

Do I need prior experience in programming to start these machine learning courses?

No prior programming experience is required to begin beginner machine learning courses , but having some foundational knowledge in programming (especially Python ) can be very beneficial. The curriculum is structured to accommodate learners at all levels: Beginners can start with introductory courses that cover basic programming and data handling. Intermediate learners can advance to applying machine learning algorithms on real data. Advanced professionals can explore specialized areas such as deep learning , reinforcement learning , or natural language processing .

What machine learning certifications and credentials are available?

Machine learning courses on Coursera offer a variety of credentialing options: Professional certificates that demonstrate a more comprehensive understanding of machine learning concepts and techniques. Specialized course certificates in areas such as artificial intelligence, data science, or specific technologies like TensorFlow. Certifications from leading tech companies and universities that can help enhance your professional credibility and career prospects.

What career opportunities are available with skills in machine learning?

Skills in machine learning can open doors to numerous high-demand roles in technology and research, including: Machine Learning Engineer Data Scientist AI Research Scientist Robotics Engineer Quantitative Analyst in finance Software Developer specializing in AI Professionals in these roles utilize machine learning techniques to create innovative solutions, improve data-driven decision-making, and push the boundaries of artificial intelligence. Discover which machine learning role suits you best by taking our career quiz !

Are there free machine learning courses or certifications available on Coursera?

Yes, Coursera offers a variety of free courses across many topics, including machine learning. While you can access most course materials for free by auditing the courses, this does not include graded assignments or a completion certificate. For those looking to obtain a certificate to showcase their learning or enhance their professional profile, Coursera provides the option to purchase the course. Additionally, Coursera offers free trials or financial aid to learners who qualify, making certifications more accessible to everyone.

Top Machine Learning Courses - Learn Machine Learning Online

Results for "machine learning"

Status: New
Status: Free Trial
Packt
OOP concepts, Collections and Data Structures
Skills you'll gain: Java, Object Oriented Programming (OOP), Computer Programming, Data Structures, Programming Principles, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: New
Board Infinity
Effective Code Review Practices
Skills you'll gain: Test Automation, Test Tools, Code Review, Software Testing, Scripting, CI/CD, Software Technical Review, Test Planning, Maintainability, Test Case, Automation, Scalability
Advanced · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Dassault Systèmes
xDesign Foundations: Sketching and Extrusion
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, 3D Modeling, Mechanical Design
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Data Persistence and Firebase Integration
Skills you'll gain: Flutter (Software), JSON, User Interface (UI), User Interface and User Experience (UI/UX) Design, Database Development, Databases, Interactive Data Visualization, Debugging, Application Development, Mobile Development, Data Storage Technologies, Application Programming Interface (API), Data Management
Intermediate · Course · 1 - 4 Weeks
Status: New
Simplilearn
Ethics of Generative AI
Skills you'll gain: Data Ethics, General Data Protection Regulation (GDPR), Ethical Standards And Conduct, Generative AI, Business Ethics, Information Privacy, Personally Identifiable Information, Regulatory Compliance, Healthcare Ethics, Compliance Management, Artificial Intelligence, Data Security, Regulatory Requirements, Regulatory Affairs, Data-Driven Decision-Making, Accountability, Social Sciences
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Introduction to Programming with C#12 and .NET8
Skills you'll gain: GitHub, Version Control, Object Oriented Programming (OOP), Debugging, Development Environment, C# (Programming Language), Microsoft Visual Studio, Microsoft Development Tools, Computer Programming, Programming Principles, Integrated Development Environments, .NET Framework, Data Structures
Beginner · Course · 3 - 6 Months
Status: New
Packt
Project Management Best Practices using Agile and Scrum
Skills you'll gain: Agile Methodology, Sprint Retrospectives, Agile Project Management, Agile Software Development, Team Management, Change Management, Team Building, Backlogs, Kanban Principles, Sprint Planning, Organizational Leadership, Project Management, Communication
Intermediate · Course · 3 - 6 Months
Status: New
Status: Free Trial
IBM
IBM UI/UX Designer
Skills you'll gain: Wireframing, UI/UX Research, Agile Software Development, User Experience, Figma (Design Software), User Centered Design, Usability, Agile Methodology, Design Thinking, Kanban Principles, User Flows, User Interface (UI) Design, User Experience Design, UI Components, Responsive Web Design, Agile Project Management, Usability Testing, Prototyping, Interaction Design, User Story
4.9
Rating, 4.9 out of 5 stars
2.5K reviews
Beginner · Professional Certificate · 3 - 6 Months
Status: New
Board Infinity
Jira Align Essentials
Skills you'll gain: Backlogs, Jira (Software), Scaled Agile Framework, Product Roadmaps, Sprint Planning, Product Management, Agile Project Management, Release Management, Performance Measurement, User Story, Agile Methodology, Business Transformation, Technical Management, Stakeholder Management, Innovation
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Shiny for Python Ultimate - Web Development with Python
Skills you'll gain: User Interface (UI), Data Visualization Software, Interactive Data Visualization, UI/UX Strategy, Application Deployment, Web Applications, Data Analysis, Front-End Web Development, Back-End Web Development, Dashboard, Spatial Data Analysis, Web Development, Application Development, Development Environment
Intermediate · Course · 1 - 3 Months
LearnQuest
Cloud Computing Basics (Cloud 101)
Skills you'll gain: Cloud Computing, Cloud Services, Cloud Technologies, Cloud Infrastructure, Cloud Computing Architecture, Public Cloud, Infrastructure As A Service (IaaS), Serverless Computing, Amazon Web Services, Virtual Machines, Hybrid Cloud Computing, Software As A Service, Private Cloud, Microsoft Azure, Platform As A Service (PaaS), Scalability
4.6
Rating, 4.6 out of 5 stars
6.5K reviews
Beginner · Course · 1 - 3 Months
Status: New
Board Infinity
Generative AI in Marketing
Skills you'll gain: AI Personalization, Generative AI, Marketing Automation, Marketing, Data Ethics, MarTech, ChatGPT, Marketing Strategies, Campaign Management, Email Marketing, Prompt Engineering, Content Creation, Advanced Analytics, Digital Advertising, Predictive Analytics, Artificial Intelligence, Business Ethics, Natural Language Processing, Video Production, Computer Vision
Beginner · Course · 1 - 4 Weeks