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
DeepLearning.AI
Knowledge Graphs for RAG
Skills you'll gain: Large Language Modeling, Query Languages, Data Storage Technologies, Data Storage, Semantic Web, Unstructured Data, Graph Theory, Text Mining
4.7
Rating, 4.7 out of 5 stars
72 reviews
Intermediate · Project · Less Than 2 Hours
Status: New
Status: Free Trial
Duke University
Data Science with R
Skills you'll gain: Data Ethics, Version Control, Ggplot2, R Programming, Web Scraping, GitHub, Data Visualization Software, Data Visualization, Statistical Methods, Git (Version Control System), Data Wrangling, Tidyverse (R Package), Data Manipulation, Data Integrity, Data Import/Export, Data Collection, Data Cleansing, Data Quality, Data Presentation, Data Literacy
4.7
Rating, 4.7 out of 5 stars
13 reviews
Beginner · Specialization · 1 - 3 Months
Status: Free Trial
LearnKartS
Introduction to AWS
Skills you'll gain: Amazon Web Services, Cloud Infrastructure, Amazon Elastic Compute Cloud, Public Cloud, Cloud Computing, Cloud Computing Architecture, Cloud Security, Network Architecture, Virtual Machines, Scalability
4.6
Rating, 4.6 out of 5 stars
20 reviews
Intermediate · Course · 1 - 4 Weeks
Universitat Autònoma de Barcelona
Educación Social: Ámbitos de acción y reflexión
Skills you'll gain: Social Work, Social Justice, Pedagogy, Social Sciences, Community and Social Work, Education and Training, Community Development, Human Development, Childhood Education and Development, Human Services, Child Development, Gerontology, Working With Children, Adult Learning Principles, Cultural Diversity, Diversity Awareness, Ethical Standards And Conduct
4.6
Rating, 4.6 out of 5 stars
90 reviews
Beginner · Course · 1 - 3 Months
University of Nebraska
High Level Biocontainment for Healthcare Facilities
Skills you'll gain: Patient Positioning, Infection Control, Infectious Diseases, Patient Safety, Environment Health And Safety, Public Health, Health And Safety Standards, Medical Equipment and Technology, Mental Health, Media and Communications, Emergency Response
4.7
Rating, 4.7 out of 5 stars
98 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Epic Games
User Interface in Game Design
Skills you'll gain: Unreal Engine, User Interface (UI) Design, UI Components, Game Design, User Interface and User Experience (UI/UX) Design, Programming Principles, Prototyping, Motion Graphics
3.9
Rating, 3.9 out of 5 stars
14 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Predictive Analytics for Business with H2O in R
Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Data Science, Data Processing, Feature Engineering, Machine Learning, Telemarketing, Application Deployment
4.9
Rating, 4.9 out of 5 stars
52 reviews
Intermediate · Guided Project · Less Than 2 Hours
Edureka
Gen AI for Code Generation for Python
Skills you'll gain: Prompt Engineering, Generative AI, Scenario Testing, Code Review, Python Programming, Test Case, ChatGPT, Application Development, Automation, Debugging
4.3
Rating, 4.3 out of 5 stars
12 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Universitat de Barcelona
THINK GLOBAL: TEACHERS TRAINING COURSE (IDP-ICE)
Skills you'll gain: Education and Training, Intercultural Competence, Culture, Teaching, Cultural Diversity, Curriculum Planning, Instructional Strategies, Student Engagement, Research, Research Methodologies, Student-Centred Learning, Surveys, Pedagogy, Diversity Awareness
4.7
Rating, 4.7 out of 5 stars
137 reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Python Scripting for DevOps
Skills you'll gain: Scripting, Scripting Languages, Python Programming, Computer Programming Tools, Devops Tools, Data Structures, Programming Principles, Program Development
4.3
Rating, 4.3 out of 5 stars
24 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Duke University
Data Engineering with Rust
Skills you'll gain: Data Pipelines, Rust (Programming Language), Restful API, Amazon Web Services, Data Structures, Secure Coding, Data Processing, Cloud Applications, Data Manipulation, Encryption, Algorithms
3.5
Rating, 3.5 out of 5 stars
53 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Microsoft
Advanced Python Development Techniques
Skills you'll gain: Data Structures, Generative AI, Test Driven Development (TDD), Integration Testing, Python Programming, Object Oriented Programming (OOP), Cloud Applications, Serverless Computing, Cloud Computing, Microsoft Azure, Algorithms, Software Documentation, Software Development Tools, Maintainability, Code Review, Software Development, Technical Documentation, Application Deployment
3.8
Rating, 3.8 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months