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

Status: Free Trial

Duke University

Web Applications and Command-Line Tools for Data Engineering

Skills you'll gain: Jupyter, Microservices, AWS SageMaker, Cloud Engineering, Command-Line Interface, Data Infrastructure, Data Pipelines, CI/CD, Package and Software Management, Containerization, Applied Machine Learning, Development Environment, Test Automation, Algorithms, Virtual Environment

Status: Free Trial

Codio

Java Object Basics: Functions, Recursion, and Objects

Skills you'll gain: Object Oriented Programming (OOP), Software Documentation, Java, Computer Programming, Programming Principles, Computational Thinking

Status: Free Trial

University of Maryland, College Park

Financing and Profiting from Innovation for Corporate Entrepreneurs

Skills you'll gain: Entrepreneurial Finance, Business Valuation, Proposal Development, Corporate Finance, Financial Modeling, Financial Statements, Corporate Accounting, Project Finance, Business Metrics, Return On Investment, Financial Management, Financial Analysis, Cash Flows, Presentations, Innovation

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

Status: Free Trial

IBM

IBM COBOL Software Development Process

Skills you'll gain: Software Development Life Cycle, z/OS, COBOL (Programming Language), Unit Testing, Systems Analysis, Systems Development, Pseudocode, Software Development Methodologies, Agile Methodology, Software Development, Software Design, Systems Architecture, Mainframe Computing, Programming Principles, Scrum (Software Development), Test Planning

National Taiwan University

深扣孔孟 (An Inquiry into Confucius and Mencius)

Skills you'll gain: Political Sciences, Education and Training, Culture, Intercultural Competence, Cultural Diversity, Ethical Standards And Conduct, Social Sciences, Human Learning, Governance, Interpersonal Communications

Status: Free Trial

LearnKartS

AWS Certified Solutions Architect

Skills you'll gain: Amazon Elastic Compute Cloud, Amazon S3, Amazon DynamoDB, Cloud Storage, Cloud Computing Architecture, Amazon Redshift, Database Management, Data Storage Technologies, AWS Identity and Access Management (IAM), General Networking, Virtual Private Networks (VPN), Load Balancing, MySQL, Network Security

Sungkyunkwan University

Fundamentals of CNNs and RNNs

Skills you'll gain: Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Network Architecture, Network Model

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

University of Illinois Urbana-Champaign

Constructivism and Mathematics, Science, and Technology Education

Skills you'll gain: Mathematics Education, Education Software and Technology, Research, Science and Research, Qualitative Research, Technical Communication

Status: Free Trial

Tecnológico de Monterrey

Leadership focused on Human Flourishing

Skills you'll gain: Positivity, Self-Awareness, Resilience, Personal Development, Emotional Intelligence, Optimism, Initiative and Leadership, Leadership, Growth Mindedness, Visionary, Empathy, Relationship Building, Psychology

Status: Free Trial

University of Houston

Value-Based Care: Organizational Competencies

Skills you'll gain: Care Management, Organizational Change, Care Coordination, Health Care Administration, Health Care, Health Systems, Business Transformation, Change Management, Organizational Strategy, Governance, Health Informatics, Expense Management, Performance Measurement, Operational Efficiency, Financial Modeling

Filter by

Subject
Required

Language
Required

Learning Product
Required

Level
Required

Duration
Required

Skills
Required

Subtitles
Required

Educator
Required

Results for "machine learning"

Web Applications and Command-Line Tools for Data Engineering

Java Object Basics: Functions, Recursion, and Objects