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: Free Trial
University of Colorado Boulder
Data Science as a Field
Skills you'll gain: Data Presentation, Technical Communication, Statistical Reporting, Data Storytelling, Data Science, Data Analysis, Data Visualization, Data Ethics, Data-Driven Decision-Making, Exploratory Data Analysis
Build toward a degree
4.3
Rating, 4.3 out of 5 stars
37 reviews
Intermediate · Course · 1 - 4 Weeks
Northwestern University
Power Onboarding
Skills you'll gain: Peer Review, Employee Onboarding, Professional Networking, Organizational Effectiveness, Quick Learning, Organizational Development, Professional Development, Relationship Building, Organizational Change, Organizational Skills, Planning, Adaptability, Leadership and Management, Leadership, Self-Awareness
4.2
Rating, 4.2 out of 5 stars
37 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Davis
Computational Social Science Capstone Project
Skills you'll gain: Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Databases, Social Sciences, Data Collection, Unstructured Data, Big Data, Simulations, Data Mining, Machine Learning, Computational Thinking, IBM Cloud, Data Visualization Software
4.6
Rating, 4.6 out of 5 stars
37 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Association of International Certified Professional Accountants
Blockchain Opportunities Beyond Crypto Assets
Skills you'll gain: Blockchain, FinTech, Emerging Technologies, Cryptography, Accounting and Finance Software, Technology Solutions, Supply Chain, Technical Services
4.5
Rating, 4.5 out of 5 stars
73 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Advanced PyTorch Techniques and Applications
Skills you'll gain: PyTorch (Machine Learning Library), Natural Language Processing, Generative AI, Deep Learning, Unsupervised Learning, Text Mining, Supervised Learning, Image Analysis, Machine Learning, Google Cloud Platform, Application Deployment, Flask (Web Framework)
4.9
Rating, 4.9 out of 5 stars
8 reviews
Intermediate · Course · 1 - 3 Months
Board Infinity
Ajax Basics
Skills you'll gain: Ajax, jQuery, Web Applications, Javascript and jQuery, JSON, Extensible Markup Language (XML), Javascript, Web Development Tools, Event-Driven Programming, Application Programming Interface (API), Network Protocols
4.2
Rating, 4.2 out of 5 stars
10 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Johns Hopkins University
Data and Electronic Health Records
Skills you'll gain: Medical Privacy, Data Management, Data Integrity, Health Information Management, Data Quality, Health Informatics, Medical Records, Electronic Medical Record, Health Care, Patient Registration, Personally Identifiable Information, Data-Driven Decision-Making, Regulatory Compliance, Data Security, Information Privacy, Computerized Physician Order Entry, Care Coordination, Data Analysis
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
EDUCBA
Splunk Query Language and Data Analysis
Skills you'll gain: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
4.9
Rating, 4.9 out of 5 stars
122 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Create Mapping Data Flows in Azure Data Factory
Skills you'll gain: Data Mapping, Microsoft Azure, Data Transformation, Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Data Integration, Data Storage
4.8
Rating, 4.8 out of 5 stars
8 reviews
Beginner · Guided Project · Less Than 2 Hours
Koç University
Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Calculus, Geometry, Differential Equations, Advanced Mathematics, Mathematical Theory & Analysis
4.1
Rating, 4.1 out of 5 stars
43 reviews
Mixed · Course · 1 - 3 Months
Coursera Instructor Network
GenAI for Business Intelligence Analysts
Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Advanced Analytics, Exploratory Data Analysis, Large Language Modeling, Data Governance, Machine Learning
4.7
Rating, 4.7 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
SEL Capstone
Skills you'll gain: School Psychology, Adult Education, Advocacy, Teaching, Curriculum Planning, Professional Development, Emotional Intelligence, Higher Education, Program Evaluation, Self-Awareness
4.7
Rating, 4.7 out of 5 stars
58 reviews
Advanced · Course · 1 - 4 Weeks