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"

University of Colorado Boulder
Master of Science in Computer Science
Skills you'll gain: Object Oriented Design, User Story, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), New Product Development, Delegation Skills, Failure Analysis, Sampling (Statistics), Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Statistical Modeling, Unsupervised Learning, Supervised Learning, Goal Setting, Generative AI, Process Capability
Earn a degree
Degree · 1 - 4 Years
Status: New
Packt
Intro to AWS - Your First Steps in Cloud Computing
Skills you'll gain: AWS Identity and Access Management (IAM), Amazon S3, Amazon Web Services, Amazon Elastic Compute Cloud, Databases, Cloud Infrastructure, Cloud Computing, Amazon DynamoDB, CI/CD, Infrastructure as Code (IaC), Public Cloud, Containerization, Cloud Storage, Serverless Computing, Scalability
Beginner · Course · 1 - 3 Months
Status: New
Board Infinity
Advanced Kotlin for Multi-Platform Development
Skills you'll gain: Java Programming, Java, System Programming, OS Process Management, Debugging, Application Performance Management, Software Design Patterns, Operating Systems, Application Development, Algorithms, Development Testing
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
ASP.NET Core MVC Fundamentals & CRUD Operations
Skills you'll gain: ASP.NET, Model View Controller, .NET Framework, Object-Relational Mapping, Data Store, Database Management, Full-Stack Web Development, Web Development, Software Architecture, Middleware, Software Design Patterns, Data Validation, User Interface (UI)
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Dassault Systèmes
SOLIDWORKS Advanced Sketching and Reference Geometry
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Mechanical Drawings, 3D Modeling, Drafting and Engineering Design
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Comprehensive Introduction to Quantum Mechanics
Skills you'll gain: Emerging Technologies, Physics, Mechanics, Chemistry, Cryptography, Computer Science, Quantitative Research, Mathematical Modeling, Engineering, Scientific, and Technical Instruments
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
SAP
Business Process Modeling and Analysis
Skills you'll gain: Business Process Modeling, Performance Measurement, Process Analysis, Process Mapping, Gap Analysis, Business Process Improvement, SAP Applications, Dashboard, Data Visualization, Root Cause Analysis, Data-Driven Decision-Making, ChatGPT
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Advanced Flutter UI and State Management
Skills you'll gain: Flutter (Software), User Interface (UI), User Interface and User Experience (UI/UX) Design, JSON, Object Oriented Programming (OOP), Mobile Development, Data Structures, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Blender 4 - Geometry Nodes for Beginners
Skills you'll gain: 3D Modeling, Computer Graphics, Visualization (Computer Graphics), Prototyping, Design
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Board Infinity
SOP Writing Mastery: Craft Statements That Stand Out
Skills you'll gain: Storytelling, Writing, Generative AI Agents, Program Standards, Higher Education, Brainstorming, Editing, Goal Setting, Constructive Feedback, Self-Awareness, Liberal Arts, Cultural Responsiveness, Business
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Board Infinity
Quantitative Aptitude Mastery— Exam & Recruitment Prep
Skills you'll gain: Arithmetic, Applied Mathematics, Algebra, Systems Of Measurement, Deductive Reasoning, Business Mathematics, Combinatorics
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
AI for Customer Experience with Chatbots and Analytics
Skills you'll gain: Customer experience strategy (CX), AI Personalization, Customer Engagement, Predictive Analytics, Personalized Service, ChatGPT, Customer Service, Customer Insights, Loyalty Programs, Self Service Technologies, Data-Driven Decision-Making, Automation, Business Ethics, Artificial Intelligence, Generative AI, Return On Investment
Intermediate · Course · 1 - 4 Weeks