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 California, Irvine
Skepticism
Skills you'll gain: Liberal Arts, Social Justice, Research, Policy Analysis, Scientific Methods, Ethical Standards And Conduct
4.7
Rating, 4.7 out of 5 stars
83 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
M2M & IoT Interface Design & Protocols for Embedded Systems
Skills you'll gain: Internet Of Things, API Design, Amazon Web Services, Cloud Computing Architecture, Application Programming Interface (API), Network Protocols, Microservices, Cloud Services, Embedded Systems, Serverless Computing, Cloud Technologies, Cybersecurity, Software Development, Public Cloud, Node.JS
4.6
Rating, 4.6 out of 5 stars
122 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Automatic Data Processing, Inc. (ADP)
Essential Skills for Comp & Benefits Professionals
Skills you'll gain: Data Collection, Data-Driven Decision-Making, Microsoft Excel, Project Management, Data Analysis, Compensation and Benefits, Google Sheets, Timelines, Data Cleansing, Agile Methodology, Employee Surveys, Focus Group
4.6
Rating, 4.6 out of 5 stars
12 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Get started with Microsoft Planner
Skills you'll gain: Marketing Planning, Business Planning, Microsoft Teams, Microsoft 365, Productivity Software, Project Management Software, Project Planning, Collaborative Software
3.9
Rating, 3.9 out of 5 stars
16 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
Codio
Advanced Django: Introduction to Django Rest Framework
Skills you'll gain: Django (Web Framework), Postman API Platform, Restful API, Data Validation, Authentications, Authorization (Computing), Application Programming Interface (API), API Design, JSON, Object-Relational Mapping, Model View Controller
4.6
Rating, 4.6 out of 5 stars
49 reviews
Advanced · Course · 1 - 4 Weeks
High Tech High Graduate School of Education
Learning Mindsets & Skills
Skills you'll gain: Education and Training, Teaching, Growth Mindedness, Learning Theory, Human Learning, Student Engagement, Cultural Diversity, Experimentation, Statistical Hypothesis Testing, Media and Communications
3.9
Rating, 3.9 out of 5 stars
58 reviews
Mixed · Course · 1 - 4 Weeks
The State University of New York
Food and Wine Pairing
Skills you'll gain: Bartending, Cooking, Hospitality, Planning, Verbal Communication Skills, Strategic Planning
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Novartis
Lead Selection & Optimization
Skills you'll gain: Pharmacology, Pharmaceuticals, Clinical Research, Biochemistry, Chemistry, Laboratory Research, Infectious Diseases, Research Design
5
Rating, 5 out of 5 stars
22 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Developing Applications with Google Cloud: Foundations
Skills you'll gain: Cloud Applications, Application Deployment, Application Development, Authentications, Generative AI, Google Cloud Platform, Data Storage, Platform As A Service (PaaS), Cloud API, Authorization (Computing), CI/CD, Cloud Computing, Application Performance Management, Cloud Storage, Cloud Security, Serverless Computing, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming Tools, Containerization
4.7
Rating, 4.7 out of 5 stars
15 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
IBM
Vector Databases: An Introduction with Chroma DB
Skills you'll gain: NoSQL, Databases, Database Architecture and Administration, Database Management, Generative AI, Data Architecture, AI Personalization, Data Storage Technologies, Image Analysis, Scalability
4.6
Rating, 4.6 out of 5 stars
33 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Interactive eLearning and Assessment with Edulastic
Skills you'll gain: Differentiated Instruction, Teaching, Education Software and Technology, Student Engagement, Blended Learning, Instructional Strategies, Interactive Learning, Instructional and Curriculum Design, Needs Assessment
4.7
Rating, 4.7 out of 5 stars
41 reviews
Beginner · Guided Project · Less Than 2 Hours
Coursera Project Network
Python for Beginners: Data Structures
Skills you'll gain: Data Structures, Plot (Graphics), Programming Principles, Python Programming, Data Storage
4.4
Rating, 4.4 out of 5 stars
27 reviews
Intermediate · Guided Project · Less Than 2 Hours