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

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Results for "machine learning"

University of Colorado Boulder
Power Electronics Graduate Certificate
Skills you'll gain: Computer Vision, Power Electronics, Debugging, Display Devices, Control Systems, Computer Displays, Image Analysis, Tensorflow, Semiconductors, Electronic Systems, Deep Learning, Artificial Neural Networks, Systems Design, Electrical Engineering, USB, Technical Design, Electrical Systems, Computer Programming Tools, Electrical Power, Embedded Systems
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Master of Computer Science (feat. Data Science Track)
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Dartmouth College
Master of Engineering in Computer Engineering
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Status: New
Coursera Instructor Network
.NET & .NET Core Mastery: Cross-Platform Development
Skills you'll gain: Cloud Applications, Containerization, .NET Framework, Cross Platform Development, Application Deployment, Application Development, C# (Programming Language), Development Environment, Application Performance Management, Web Applications, Debugging
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Master of Science in Computer Science
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, Field-Programmable Gate Array (FPGA), New Product Development, Delegation Skills, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Unsupervised Learning, Goal Setting, Generative AI, Process Capability, Diversity Equity and Inclusion Initiatives
Earn a degree
Degree · 1 - 4 Years
University of Pittsburgh
Master of Data Science
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
IIT Roorkee
Executive MBA
Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Innovation, Succession Planning, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule, Project Portfolio Management, Financial Statement Analysis
Earn a degree
Degree · 1 - 4 Years
Northeastern University
Master of Science in Information Systems
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®
Skills you'll gain: User Story, Maintainability, Test Automation, Software Testing, Version Control, Test Driven Development (TDD), Git (Version Control System), Software Architecture, Continuous Integration, Software Design, Unit Testing, Acceptance Testing, Usability, Regression Testing, Software Design Patterns, Web Content Accessibility Guidelines, Agile Software Development, Quality Assurance, Angular, Unified Modeling Language
Credit offered
Mastertrack · 6 - 12 Months
University of London
Bachelor of Science in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
Microsoft
Data Manipulation and Transactions in SQL Server
Skills you'll gain: Transaction Processing, Microsoft SQL Servers, SQL, Data Manipulation, Relational Databases, Databases, Data Integrity, Generative AI, Performance Tuning
Beginner · Course · 1 - 4 Weeks
University of Colorado Boulder
Master of Engineering in Engineering Management
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, Field-Programmable Gate Array (FPGA), New Product Development, Delegation Skills, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Unsupervised Learning, Goal Setting, Generative AI, Process Capability, Diversity Equity and Inclusion Initiatives
Earn a degree
Degree · 1 - 4 Years

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In summary, here are 10 of our most popular machine learning courses

Power Electronics Graduate Certificate: University of Colorado Boulder
Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
Master of Engineering in Computer Engineering: Dartmouth College
.NET & .NET Core Mastery: Cross-Platform Development: Coursera Instructor Network
Master of Science in Computer Science: University of Colorado Boulder
Master of Data Science: University of Pittsburgh
Executive MBA: IIT Roorkee
Master of Science in Information Systems: Northeastern University
Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
Bachelor of Science in Computer Science: University of London