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"

Status: New
Status: Free Trial
Board Infinity
Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant
Skills you'll gain: Problem Solving, Logical Reasoning, Decision Making, Vocabulary, Analytical Skills, Deductive Reasoning, Critical Thinking, Arithmetic, English Language, Data Analysis, Grammar, Estimation, Literacy, Complex Problem Solving, Analysis, Business Analytics, Learning Strategies, Applied Mathematics, Algebra, Systems Of Measurement
Beginner · Specialization · 3 - 6 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
Coursera Instructor Network
Nursing Fundamentals: Skills for Patient Care Excellence
Skills you'll gain: Clinical Nursing, Nursing and Patient Care, Patient Education And Counseling, Nursing Process, Patient Evaluation, Health Assessment, Treatment Planning, Patient Safety, Care Management, Nursing Practices, Infection Control, Acute Care
Beginner · Course · 1 - 4 Weeks
Status: New
Fred Hutchinson Cancer Center
Wrangling Computing Environments: Using Docker for Research
Skills you'll gain: CI/CD, Containerization, Docker (Software), Development Environment, Application Deployment, Devops Tools, Debugging, GitHub, Software Versioning, Command-Line Interface, Software Installation
Intermediate · Course · 1 - 3 Months
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
DeepLearning.AI
Data I/O and Preprocessing with Python and SQL
Skills you'll gain: Web Scraping, Data Processing, JSON, Data Cleansing, Data Integration, Authentications, Data Import/Export, Data Transformation, Pandas (Python Package), Unstructured Data, SQL, Real Time Data, Data Quality, Query Languages, Application Programming Interface (API), Data Validation, Relational Databases
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Dassault Systèmes
xDesign Advanced Sketching and Reference Geometry
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Technical Drawing, Engineering Drawings, 3D Modeling
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Packt
Blender Foundations & Tavern Structure Modeling
Skills you'll gain: 3D Modeling, Computer Graphics, Technical Design, Visualization (Computer Graphics), Prototyping, Design Elements And Principles
Intermediate · Course · 1 - 3 Months
Status: New
Packt
WebSockets Protocol Explained – Master Web Development
Skills you'll gain: TCP/IP, Network Protocols, Application Programming Interface (API), Ajax, Web Development, General Networking, Web Servers, Web Applications, Javascript, Scalability, Event-Driven Programming, Server Side, Real Time Data, Network Analysis
Intermediate · Course · 1 - 3 Months
Università Bocconi
International Leadership and Organizational Behavior
Skills you'll gain: Conflict Management, Team Motivation, Intercultural Competence, Professional Networking, Organizational Leadership, Cultural Diversity, Cross-Functional Team Leadership, Communication, Leadership, Relationship Building, Ethical Standards And Conduct, Decision Making
4.8
Rating, 4.8 out of 5 stars
3.5K reviews
Mixed · Course · 1 - 3 Months
Status: New
Status: Free Trial
Google Cloud
Generative AI Leader
Skills you'll gain: Prompt Engineering, Generative AI Agents, Generative AI, Google Cloud Platform, Google Workspace, Data Management, Productivity Software, Cloud Solutions, Unstructured Data, Large Language Modeling, Workflow Management, Data Governance, Strategic Thinking, Cloud Infrastructure, Information Privacy, Innovation, Artificial Intelligence, Organizational Strategy, Data Ethics, Technology Strategies
4.6
Rating, 4.6 out of 5 stars
20 reviews
Beginner · Professional Certificate · 3 - 6 Months
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

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

Job & Exam Aptitude Mastery: Reasoning | DI | Verbal | Quant: Board Infinity
Advanced Kotlin for Multi-Platform Development: Board Infinity
Nursing Fundamentals: Skills for Patient Care Excellence: Coursera Instructor Network
Wrangling Computing Environments: Using Docker for Research: Fred Hutchinson Cancer Center
xDesign Foundations: Sketching and Extrusion: Dassault Systèmes
Data I/O and Preprocessing with Python and SQL: DeepLearning.AI
xDesign Advanced Sketching and Reference Geometry: Dassault Systèmes
Blender Foundations & Tavern Structure Modeling: Packt
WebSockets Protocol Explained – Master Web Development: Packt
International Leadership and Organizational Behavior: Università Bocconi