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 !

How can I purchase machine learning training courses for my team?

Looking to enhance your team's machine learning skills? Coursera provides tailored enterprise solutions for teams ranging of 5-125 employees. Our offerings include advanced analytics, customized learning paths, and collaborative tools. To explore our machine learning training options and make a purchase, please visit our Coursera for Teams page.

Top Machine Learning Courses - Learn Machine Learning Online

Results for "machine learning"

University of Michigan
Using Databases with Python
Skills you'll gain: Computer Programming, Data Structures, Database Administration, Database Design, Database Theory, Databases, Python Programming, Data Architecture, Data Model, Database Application, SQL
4.8
Rating, 4.8 out of 5 stars
21K reviews
Beginner · Course · 1 - 3 Months
Meta
Django Web Framework
Skills you'll gain: Application Development, Computer Programming, Data Model, Django (Web Framework), Python Programming, Software Testing, Web Development
4.7
Rating, 4.7 out of 5 stars
558 reviews
Beginner · Course · 1 - 3 Months
University of Washington
Social Media Data Analytics
Skills you'll gain: General Statistics, Python Programming, Probability & Statistics, Statistical Programming, Data Analysis, Regression, Statistical Analysis, Computer Programming, R Programming
4.1
Rating, 4.1 out of 5 stars
293 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
The University of Chicago
Software Defined Networking
Skills you'll gain: Computer Networking, Software-Defined Networking, Network Architecture, Network Analysis, Network Model, Networking Hardware, Communication, Computer Programming, Python Programming, Software Framework
4.6
Rating, 4.6 out of 5 stars
284 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Pontificia Universidad Católica de Chile
Programación en Python II: aprendiendo a estructurar datos
Skills you'll gain: Calculus, Problem Solving, Leadership and Management, Data Analysis, Strategy, Mathematics, Algebra, Computational Logic, Python Programming
4.7
Rating, 4.7 out of 5 stars
85 reviews
Intermediate · Course · 1 - 3 Months
IBM
Statistical Analysis Fundamentals using Excel
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, Data Visualization, General Statistics, Probability & Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Plot (Graphics), Forecasting, Microsoft Excel
4.5
Rating, 4.5 out of 5 stars
73 reviews
Intermediate · Course · 1 - 3 Months
Status: [object Object]
Google
Google Cybersecurity
Skills you'll gain: Network Security, Python Programming, Linux, Cloud Computing, Audit, Computer Programming, Computer Security Incident Management, Cryptography, Databases, Leadership and Management, Network Architecture, Risk Management, SQL
Build toward a degree
4.8
Rating, 4.8 out of 5 stars
44K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Michigan
Leading People and Teams
Skills you'll gain: Human Resources, Leadership and Management, People Development, Strategy and Operations, Leadership Development, Talent Management, Business Psychology, People Analysis, Communication, People Management, Strategy, Human Learning, Human Resources Operations, Business Communication, Collaboration, Influencing, Performance Management, Conflict Management, Creativity, Business Analysis, Marketing, Recruitment, Industrial and Organizational Psychology
4.7
Rating, 4.7 out of 5 stars
11K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
The Hong Kong University of Science and Technology
Python and Statistics for Financial Analysis
Skills you'll gain: Basic Descriptive Statistics, Computer Programming, Data Analysis, Finance, Financial Analysis, Probability & Statistics, Python Programming, Statistical Analysis, General Statistics, Probability Distribution, Data Visualization
4.4
Rating, 4.4 out of 5 stars
4.4K reviews
Intermediate · Course · 1 - 4 Weeks
Northwestern University
Modern Robotics: Mechanics, Planning, and Control
Skills you'll gain: Mathematics, Linear Algebra, Algebra, Geometry, Computer Programming, Mathematical Theory & Analysis, Computer Programming Tools, Matlab, Python Programming, Algorithms, Critical Thinking, Problem Solving, Differential Equations, Graph Theory, Spatial Analysis, Planning, Supply Chain and Logistics
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Intermediate · Specialization · 3 - 6 Months
University of Michigan
Understanding and Visualizing Data with Python
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, General Statistics, Probability & Statistics, Statistical Analysis, Probability Distribution, Statistical Visualization, Data Visualization, Python Programming, Statistical Tests, Computer Programming
4.7
Rating, 4.7 out of 5 stars
2.7K reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
Introducción a la programación con Python
Skills you'll gain: Computational Logic, Computer Programming, Python Programming, Programming Principles, Computer Programming Tools, Algorithms, Mathematics, System Programming, Problem Solving, Calculus
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks