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"

Duke University
Rust Programming
Skills you'll gain: Rust (Programming Language), Containerization, Data Pipelines, CI/CD, Docker (Software), DevOps, Jenkins, Test Case, Restful API, Serverless Computing, Generative AI, Command-Line Interface, Amazon Web Services, Software Testing, Maintainability, Prometheus (Software), ChatGPT, System Monitoring, MLOps (Machine Learning Operations), Data Structures
4
Rating, 4 out of 5 stars
181 reviews
Beginner · Specialization · 3 - 6 Months
University of Colorado Boulder
The Structured Query Language (SQL)
Skills you'll gain: SQL, Database Systems, Database Theory, Query Languages, Database Design, Relational Databases, Data Access, Data Analysis, Data Manipulation, Data Management
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
913 reviews
Beginner · Course · 1 - 3 Months
Universidad Austral
Aprende a programar con Python
Skills you'll gain: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Scripting, Programming Principles, Software Installation, Development Environment
4.5
Rating, 4.5 out of 5 stars
2.2K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free
Stanford University
Social and Economic Networks: Models and Analysis
Skills you'll gain: Network Analysis, Social Sciences, Sociology, Socioeconomics, Economics, Policy, and Social Studies, Behavioral Economics, Bayesian Network, Mathematical Modeling, Statistical Modeling, Markov Model, Probability Distribution, Probability, Simulations
4.8
Rating, 4.8 out of 5 stars
751 reviews
Advanced · Course · 1 - 3 Months
Emory University
Finance for Non-Financial Managers
Skills you'll gain: Financial Statement Analysis, Financial Statements, Financial Analysis, Income Statement, Balance Sheet, Finance, Risk Management, Financial Management, Microsoft Excel, Accounting, Return On Investment, General Finance, Cash Flows, Investments
4.4
Rating, 4.4 out of 5 stars
428 reviews
Intermediate · Course · 1 - 3 Months
Google
Regression Analysis: Simplify Complex Data Relationships
Skills you'll gain: Regression Analysis, Statistical Analysis, Advanced Analytics, Correlation Analysis, Analytics, Data Analysis, Statistical Methods, Predictive Modeling, Statistical Modeling, Supervised Learning, Statistics, Statistical Machine Learning, Variance Analysis, Machine Learning Methods, Python Programming
4.7
Rating, 4.7 out of 5 stars
496 reviews
Advanced · Course · 1 - 3 Months
UNSW Sydney (The University of New South Wales)
Remote Sensing Image Acquisition, Analysis and Applications
Skills you'll gain: Image Analysis, Unsupervised Learning, Geospatial Information and Technology, Computer Vision, Feature Engineering, Spatial Analysis, Machine Learning, Dimensionality Reduction, Linear Algebra, Deep Learning, Supervised Learning, Statistical Methods, Data Cleansing, Artificial Neural Networks
4.7
Rating, 4.7 out of 5 stars
164 reviews
Intermediate · Course · 3 - 6 Months
IBM
Specialized Models: Time Series and Survival Analysis
Skills you'll gain: Time Series Analysis and Forecasting, Deep Learning, Statistical Analysis, Predictive Modeling, Statistical Methods, Forecasting, Jupyter, Data Cleansing, Applied Machine Learning, Exploratory Data Analysis, Pandas (Python Package), NumPy
4.5
Rating, 4.5 out of 5 stars
132 reviews
Intermediate · Course · 1 - 4 Weeks
Advancing Women in Tech
The Business of Product Management I
Skills you'll gain: Product Management, Product Roadmaps, Product Strategy, Product Requirements, New Product Development, Product Lifecycle Management, Competitive Analysis, Customer Insights, Market Intelligence, Leadership, Innovation, Communication, Stakeholder Communications, Persona Development
4.5
Rating, 4.5 out of 5 stars
787 reviews
Beginner · Course · 1 - 4 Weeks
University of London
Introduction to Computer Programming
Skills you'll gain: Development Environment, Debugging, Program Development, Computer Programming Tools, Software Development Tools, Visualization (Computer Graphics), Computer Programming, Computer Graphics, Integrated Development Environments, Event-Driven Programming, Javascript, Object Oriented Programming (OOP)
4.1
Rating, 4.1 out of 5 stars
895 reviews
Beginner · Course · 1 - 4 Weeks
University of California, Irvine
Vowels of American English Pronunciation
4.9
Rating, 4.9 out of 5 stars
247 reviews
Beginner · Course · 1 - 3 Months
Status: Free
National Taiwan University
BIM Application for Engineers
Skills you'll gain: Autodesk Revit, Building Information Modeling, Autodesk, AutoCAD, Construction Estimating, Simulation and Simulation Software, 3D Modeling, Construction Management, Cost Estimation
4.7
Rating, 4.7 out of 5 stars
495 reviews
Intermediate · Course · 1 - 3 Months