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"

Universidad de los Andes
Maestría en Ingeniería de Software
Skills you'll gain: User Story, Process Analysis, Maintainability, Test Automation, Angular, Android Jetpack, Cloud-Native Computing, Dashboard, Design Thinking, Site Reliability Engineering, Cloud Development, API Design, Project Risk Management, Internet Of Things, Sprint Planning, User Experience Design, Microservices, Machine Learning, Security Requirements Analysis, Usability
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Instructional Design MasterTrack® Certificate
Skills you'll gain: Process Improvement, Supply Chain Management, Operations Management, Supply Chain Planning, Statistical Process Controls, Change Management, Learning Theory, Transportation, Supply Chain, and Logistics, Business Process Improvement, Continuous Improvement Process, Instructional Design, Course Development, Emerging Technologies, Augmented and Virtual Reality (AR/VR), Human Learning, Student Engagement, Project Management, Technology Strategies, Program Evaluation, Collaboration
Credit offered
Mastertrack · 6 - 12 Months
University of London
Graduate Certificate in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Full-Stack Web Development, React Native, Agile Software Development, Database Design, Data Processing, Event-Driven Programming, Network Security, Web Applications, Computer Graphics, Version Control, Relational Databases, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Web Development, Artificial Intelligence, Development Environment
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Graduate Diploma in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Full-Stack Web Development, React Native, Agile Software Development, Database Design, Data Processing, Event-Driven Programming, Network Security, Web Applications, Computer Graphics, Version Control, Relational Databases, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Web Development, Artificial Intelligence, Development Environment
Credit offered
Graduate Certificate · 6 - 12 Months
Indian Statistical Institute
Postgraduate Diploma in Applied Statistics
Skills you'll gain: Sampling (Statistics), Time Series Analysis and Forecasting, Sample Size Determination, Statistical Inference, Statistical Machine Learning, Statistical Analysis, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, Data Compilation, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Statistical Software, Data Collection, International Finance
Postgraduate Diploma · 6 - 12 Months
Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos
Skills you'll gain: Revenue Management, Data Ethics, Customer Analysis, Descriptive Analytics, FinTech, Database Design, People Analytics, Time Series Analysis and Forecasting, Biostatistics, Predictive Analytics, Statistical Reporting, Unsupervised Learning, Digital Transformation, Deep Learning, Risk Analysis, Bayesian Statistics, Exploratory Data Analysis, Cloud Security, Network Model, Assertiveness
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Master of Business Administration (iMBA)
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Data Collection, Corporate Tax
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Master of Science in Accounting
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Entrepreneurship and Strategic Innovation Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Accounting Data Analytics
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Value Chain Management Graduate Certificate
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Illinois at Urbana-Champaign
Graduate Certificate in Digital Marketing
Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Marketing, Risk Management, Machine Learning Algorithms, Business Strategy, Extract, Transform, Load, Financial Auditing, Descriptive Statistics, Process Improvement, Marketing Analytics, Financial Market, Strategic Decision-Making, Corporate Tax, Global Marketing
Credit offered
Graduate Certificate · 6 - 12 Months