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
Codio
Python Object Basics: Functions, Recursion, and Objects
Skills you'll gain: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Python Programming, Scripting
4.5
Rating, 4.5 out of 5 stars
65 reviews
Intermediate · Course · 1 - 4 Weeks
Universidade de São Paulo
Biologia do Sono e Saúde Humana
Skills you'll gain: Mental Health, Psychiatry, Psychology, Behavioral Health, Health Care, Pulmonology, Human Development, Human Learning, Biology, Neurology, Cultural Diversity
5
Rating, 5 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
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: New
Status: Free Trial
IBM
Generative AI: Empowering Modern Education
Skills you'll gain: AI Personalization, Generative AI, Education Software and Technology, ChatGPT, Data Ethics, Prompt Engineering, Artificial Intelligence, Ethical Standards And Conduct, Information Privacy, Diversity Awareness, Data Security
4.9
Rating, 4.9 out of 5 stars
14 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Arizona State University
Assessing Achievement with the ELL in Mind
Skills you'll gain: Instructional and Curriculum Design, Instructional Strategies, Differentiated Instruction, English Language, Student Engagement, Language Learning, Cultural Sensitivity
4.5
Rating, 4.5 out of 5 stars
92 reviews
Mixed · Course · 1 - 3 Months
Emory University
So You Think You Know Tango?
Skills you'll gain: Music Theory, Music History, Music, World Music, Classical Music, Instrumental Music, Performing Arts, Music Performance
4.6
Rating, 4.6 out of 5 stars
110 reviews
Beginner · 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
3.8
Rating, 3.8 out of 5 stars
15 reviews
Beginner · Course · 1 - 4 Weeks
University of Michigan
Resilient Teaching Through Times of Crisis and Change
Skills you'll gain: Resilience, Educational Materials, Systems Thinking, Diversity Awareness, Adaptability, Instructional Design, Education Software and Technology, Constructive Feedback, Innovation, Collaboration, Goal Setting, Planning
4.8
Rating, 4.8 out of 5 stars
62 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Packt
Python Programming for Quantum Computing
Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Data Structures, Data Manipulation, Computer Programming, Data Processing, Scripting, Software Installation, Development Environment, Jupyter
4.3
Rating, 4.3 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Codio
Intro to Operating Systems 4: Persistence
Skills you'll gain: File Systems, Operating Systems, Data Integrity, Debugging, Systems Design, Distributed Computing, Data Storage, C (Programming Language), System Programming, Computer Systems, Command-Line Interface, Computer Hardware, Scalability, Version Control
4.6
Rating, 4.6 out of 5 stars
52 reviews
Intermediate · Course · 1 - 3 Months
Coursera Instructor Network
GenAI for Market Research Analysts
Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Customer Analysis, Generative AI, Marketing Analytics, Market Trend, Persona Development, Trend Analysis, ChatGPT, Analytics, OpenAI, Data Analysis, Forecasting, Ethical Standards And Conduct
4.4
Rating, 4.4 out of 5 stars
12 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University of London
Object-Oriented Programming in C++: Functions
Skills you'll gain: Pseudocode, C++ (Programming Language), Integrated Development Environments, Object Oriented Programming (OOP), Development Environment, Algorithms, Debugging, Programming Principles, Data Import/Export, File Systems, Data Structures
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
32 reviews
Intermediate · Course · 1 - 4 Weeks