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
Google
Stay Ahead of the AI Curve
Skills you'll gain: Artificial Intelligence, Workforce Development, Strategic Thinking, Digital Transformation, Innovation, Generative AI, Emerging Technologies, Business Solutions, Data Analysis
4.7
Rating, 4.7 out of 5 stars
227 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Packt
Gen AI - RAG Application Development using LlamaIndex
Skills you'll gain: Large Language Modeling, Prompt Engineering, Generative AI Agents, Generative AI, Application Development, Data Storage Technologies, Query Languages, Natural Language Processing, Data Integration, Development Environment
Intermediate · Course · 1 - 4 Weeks
Status: New
Scrimba
Vibe Coding with GitHub Copilot
Skills you'll gain: GitHub, Code Review, AI Personalization, Git (Version Control System), Prompt Engineering, Integrated Development Environments, Computer Programming Tools, Generative AI, Application Development
Intermediate · Course · 1 - 3 Months
Duke University
Dog Emotion and Cognition
Skills you'll gain: Psychology, Learning Theory, Training Programs, Anthropology, Social Sciences, Experimentation, Research, Scientific Methods, Non-Verbal Communication, Biology
4.7
Rating, 4.7 out of 5 stars
4.6K reviews
Mixed · Course · 1 - 3 Months
Status: New
Coursera Instructor Network
GenAI for Contract Managers: Automating CLM
Skills you'll gain: Contract Management, Performance Analysis, Contract Review, Generative AI, Contract Negotiation, Workflow Management, Compliance Management, Document Management, Business Process Automation, Vendor Management, Automation, Operational Efficiency, Data Governance, Risk Management
Intermediate · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
GenAI for Legal Risk Mitigation: Proactive Case Analysis
Skills you'll gain: Prompt Engineering, Risk Management Framework, Legal Risk, Risk Control, Risk Mitigation, Generative AI, Compliance Management, Governance Risk Management and Compliance, Regulatory Compliance, Legal Strategy, Data Ethics, Law, Regulation, and Compliance, Artificial Intelligence, Ethical Standards And Conduct, Data Analysis
Advanced · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
GenAI for Portfolio Managers: Smarter Asset Allocation
Skills you'll gain: Portfolio Management, Asset Management, Investment Management, Generative AI, Investments, Prompt Engineering, Wealth Management, Artificial Intelligence, ChatGPT, Regulatory Compliance, Ethical Standards And Conduct, Risk Management, Risk Analysis, Real Time Data
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Vanderbilt University
AI Agents in Java with Generative AI
Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI Agents, Productivity, Java, Agentic systems, OpenAI, Generative AI, Artificial Intelligence, Large Language Modeling, Software Design, Creative Thinking, Ingenuity, Brainstorming, Software Architecture, Software Development Tools, Secure Coding, Application Development, Business Logic, Systems Integration
4.8
Rating, 4.8 out of 5 stars
5.9K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Google
Use AI as a Creative or Expert Partner
Skills you'll gain: Prompt Engineering, Generative AI Agents, ChatGPT, AI Personalization, Generative AI, Artificial Intelligence, Simulations
4.8
Rating, 4.8 out of 5 stars
95 reviews
Beginner · Course · 1 - 4 Weeks
Case Western Reserve University
Introduction to International Criminal Law
Skills you'll gain: Trial Preparation, Criminal Investigation and Forensics, Legal Proceedings, Legal Hearings, International Relations, Legal Strategy, Diplomacy, Public Safety and National Security, Ethical Standards And Conduct, Case Law, Interactive Learning
4.8
Rating, 4.8 out of 5 stars
3.9K reviews
Mixed · Course · 1 - 3 Months
Rice University
English and Academic Preparation - Pre-Collegiate
Skills you'll gain: Oral Comprehension, Critical Thinking, Writing, Learning Strategies, Active Listening, Literacy, English Language, Vocabulary, Verbal Communication Skills, Grammar, Language Learning, Research, Communication, Analytical Skills
4.7
Rating, 4.7 out of 5 stars
540 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Pennsylvania
Introduction to Programming with Python and Java
Skills you'll gain: Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Eclipse (Software), Data Structures, Data Cleansing, Debugging, Pivot Tables And Charts, Data Visualization Software, Software Testing, Integrated Development Environments, Program Development, Programming Principles, Python Programming, Computer Programming, Computational Thinking
4.5
Rating, 4.5 out of 5 stars
1.8K reviews
Beginner · Specialization · 3 - 6 Months