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

University of Pennsylvania

Applying to College 101

Skills you'll gain: Organizational Skills, Student Support and Services, Higher Education, Planning, Self-Awareness, Personal Development, Goal Setting, Research, Decision Making

Status: Free

Special Competitive Studies Project

AI in National Security: Integrating Artificial Intelligence into Public Sector Missions

Skills you'll gain: Public Safety and National Security, Artificial Intelligence, Training Programs, OpenAI, Business Process Automation, Generative AI, Prompt Engineering, Program Evaluation, ChatGPT, Technology Roadmaps, Policy Analysis, Governance

Coursera Project Network

Create a Tic-Tac-Toe game in Python

Skills you'll gain: Cross Platform Development, Event-Driven Programming, Visualization (Computer Graphics), Computer Graphics, Video Game Development, Python Programming, User Interface (UI)

Coursera Project Network

Python for Beginners: Data Structures

Skills you'll gain: Data Structures, Plot (Graphics), Programming Principles, Python Programming, Data Storage

Status: Free Trial

Arizona State University

Proyecto Final: Chino básico - Lenguaje y cultura empresarial

Skills you'll gain: Peer Review, Oral Expression, Communication, Business Communication, Verbal Communication Skills, Language Competency, Constructive Feedback, Presentations, Video Production

Universitat Autònoma de Barcelona

Oralpha: Literacy for new citizens, a course for trainers

Skills you'll gain: Oral Comprehension, Language Competency, Education and Training, Teaching, Intercultural Competence, Language Learning, Training Programs, Cultural Responsiveness, Instructional Strategies, Pedagogy, Literacy, Cultural Diversity, Diversity Awareness, Differentiated Instruction, Vocabulary

Status: Free Trial

Codio

Containers in the Cloud

Skills you'll gain: Infrastructure as Code (IaC), Terraform, Docker (Software), Kubernetes, Ansible, Containerization, Cloud Infrastructure, Cloud Management, Devops Tools, Cloud Computing Architecture, Systems Development, Application Deployment, Firewall, Infrastructure As A Service (IaaS), Security Controls, IT Automation, Unix, Amazon Web Services, Linux, Amazon Elastic Compute Cloud

Status: New

Coursera Instructor Network

HR Management Fundamentals: Recruitment to Development

Skills you'll gain: Succession Planning, Human Resources Management and Planning, Human Resources, Employee Engagement, Recruitment, Human Resource Strategy, Performance Management, Talent Management, Workforce Development, Performance Review, Talent Acquisition, Training Programs, Employee Onboarding, Leadership Development

Status: Free

Parsons School of Design, The New School

Economics: Society, Markets, and [In]equality

Skills you'll gain: Economics, Policy, and Social Studies, Socioeconomics, Economics, Market Dynamics, Social Justice, Economic Development, Labor Relations, International Relations, Environmental Issue, Business Economics, World History, Innovation

Status: Free Trial

LearnKartS

AWS Certified Solutions Architect

Skills you'll gain: Amazon Web Services, Amazon Elastic Compute Cloud, Amazon S3, Amazon DynamoDB, Cloud Solutions, Cloud Storage, Cloud Computing Architecture, NoSQL, Database Management, Data Storage Technologies, General Networking, Load Balancing, Network Security

Northeastern University

Foundations in Human-Centered AI

Skills you'll gain: Human Centered Design, Human Computer Interaction, Usability, Generative AI, Interaction Design, User Interface (UI), Artificial Intelligence, Machine Learning, Deep Learning

Status: Free Trial

Rutgers the State University of New Jersey

Procurement Organizations

Skills you'll gain: Procurement, Key Performance Indicators (KPIs), Organizational Structure, Strategic Sourcing, Supplier Relationship Management, Talent Management, Organizational Effectiveness, Performance Measurement, Procedure Development, Cross-Functional Collaboration

Filter by

Subject
Required

Language
Required

Learning Product
Required

Level
Required

Duration
Required

Skills
Required

Subtitles
Required

Educator
Required