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
Whizlabs
Design and Implement Build and Release Pipelines
Skills you'll gain: CI/CD, Package and Software Management, Infrastructure as Code (IaC), Azure DevOps, Continuous Delivery, Application Deployment, Continuous Integration, DevOps, Release Management, Software Versioning, Version Control, Microsoft Azure, GitHub, Development Testing, Test Engineering, YAML
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Mastering Azure Databricks for Data Engineers
Skills you'll gain: Databricks, CI/CD, Real Time Data, Data Governance, Apache Spark, Microsoft Azure, Data Lakes, Data Architecture, Data Management, Cloud Engineering, Big Data, Secure Coding, Data Storage Technologies, Integration Testing, Automation, Data Infrastructure, Data Pipelines, Restful API, Command-Line Interface, Systems Design
Intermediate · Specialization · 1 - 3 Months
Status: New
Board Infinity
Introduction to JUnit
Skills you'll gain: Object Oriented Programming (OOP), Eclipse (Software), Java Programming, Development Environment, Programming Principles, Computer Programming, Unit Testing, Debugging, Virtual Machines
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Mastering Java - From Beginner to Intermediate
Skills you'll gain: IntelliJ IDEA, Java, Object Oriented Programming (OOP), Integrated Development Environments, Software Development Life Cycle, Program Development, Java Programming, Computer Programming, Development Environment, Data Structures, Debugging, Software Development, Programming Principles, Linux, Command-Line Interface
Intermediate · Specialization · 1 - 3 Months
Universitat Autònoma de Barcelona
English for Teaching Purposes
Skills you'll gain: Classroom Management, Language Competency, English Language, Verbal Communication Skills, Higher Education, Collaboration, Vocabulary, Instructional Strategies, Grammar, Communication
4.7
Rating, 4.7 out of 5 stars
602 reviews
Mixed · Course · 1 - 4 Weeks
Status: New
Packt
Introduction to Website Development Technologies
Skills you'll gain: Hypertext Markup Language (HTML), Web Development, Bootstrap (Front-End Framework), Development Environment, Responsive Web Design, Version Control, GitHub, Cascading Style Sheets (CSS), Web Design, Front-End Web Development, Application Deployment, Javascript, Integrated Development Environments, Web Development Tools, Cloud Hosting
Beginner · Course · 1 - 3 Months
Status: New
Pontificia Universidad Católica de Chile
Análisis de sistemas térmicos usando Python
Skills you'll gain: Thermal Management, Python Programming, Mechanical Engineering, Engineering Analysis, Chemical Engineering, Numerical Analysis, Process Analysis, Computer Programming Tools, Engineering Calculations, Plot (Graphics), Scientific Visualization
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
Dassault Systèmes
SOLIDWORKS Foundations: Sketching and Extrusion
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, 3D Modeling, Engineering Design Process, Mechanical Design
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Dartmouth College
Simulation for Digital Transformation
Skills you'll gain: Simulation and Simulation Software, Business Transformation, Digital Transformation, Systems Thinking, Complex Problem Solving, Advanced Analytics, Operations Research, Predictive Analytics, Data-Driven Decision-Making, Verification And Validation, Process Optimization, Risk Management, Python Programming, Statistical Methods, Decision Making, Probability & Statistics
Intermediate · Course · 1 - 3 Months
Status: New
Starweaver
Revolutionizing Finance: Mastering Blockchain Foundations
Skills you'll gain: Blockchain, Ledgers (Accounting), FinTech, Payment Systems, Digital Assets, Financial Trading, Financial Market, Financial Services, Financial Systems, Transaction Processing, Emerging Technologies, Cryptography, Application Development, Computer Programming Tools
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Accelerate Terraform Development with GitHub Copilot and AI
Skills you'll gain: Infrastructure as Code (IaC), Terraform, Development Environment, DevOps, Software Development Tools, GitHub, Program Development, Integrated Development Environments, Microsoft Visual Studio, Generative AI, Software Documentation
Intermediate · Course · 1 - 3 Months