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"

University of Illinois at Urbana-Champaign
Instructional Design MasterTrack® Certificate
Skills you'll gain: Process Improvement, Supply Chain, Supply Chain Management, Operations Management, Supply Chain Planning, Change Management, Business Operations, Process Analysis, Statistical Process Controls, Instructional Design, Continuous Improvement Process, Education Software and Technology, Process Capability, Learning Management Systems, Business Technologies, Emerging Technologies, Augmented and Virtual Reality (AR/VR), Technology Strategies, Solution Design, System Implementation
Credit offered
Mastertrack · 6 - 12 Months
University of Colorado Boulder
Power Electronics Graduate Certificate
Skills you'll gain: Power Electronics, Debugging, Tensorflow, Computer Vision, Display Devices, Control Systems, Computer Displays, Image Analysis, Semiconductors, Electronic Systems, PyTorch (Machine Learning Library), Systems Design, Artificial Neural Networks, Applied Machine Learning, USB, Electrical Engineering, Electrical Systems, Computer Programming Tools, Electrical Power, Technical Design
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 Machine Learning, NumPy, Spatial Data Analysis, Statistical Hypothesis Testing, Probability, Database Management Systems, Economics, Statistical Modeling, Data Compilation, Statistical Methods, Dimensionality Reduction, Lifelong Learning, Regression Analysis, Statistics, Bayesian Statistics, Surveys, Market Data
Postgraduate Diploma · 6 - 12 Months
Universidad de los Andes
Maestría en Ingeniería de Software
Skills you'll gain: User Story, Cloud-Native Computing, Continuous Deployment, Software Testing, API Design, Process Analysis, Stakeholder Management, Game Design, Agile Project Management, Dashboard, Ideation, Internet Of Things, Angular, Android Development, Security Requirements Analysis, Maintainability, Microservices, Cloud Applications, Probability & Statistics, Machine Learning Methods
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Analítica de datos: visualización, predicción y toma de decisiones Certificado MasterTrack®
Skills you'll gain: Network Analysis, Data Storytelling, Data Visualization, Financial Statement Analysis, Data Presentation, Predictive Modeling, Financial Modeling, Statistical Machine Learning, Predictive Analytics, Marketing Analytics, Strategic Decision-Making, Sales Territory Management, Marketing Management, Operations Research, Pandas (Python Package), Natural Language Processing, Process Optimization, Decision Tree Learning, Systems Analysis, Scikit Learn (Machine Learning Library)
Credit offered
Mastertrack · 6 - 12 Months
University of London
Graduate Certificate in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
University of London
Graduate Diploma in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Credit offered
Graduate Certificate · 6 - 12 Months
University of Colorado Boulder
Master of Science in Electrical and Computer Engineering
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Delegation Skills, Unsupervised Learning, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Statistical Modeling, Goal Setting, Proposal Writing, Generative AI
Earn a degree
Degree · 1 - 4 Years
O.P. Jindal Global University
MBA Business Analytics
Skills you'll gain: Design Thinking, Operations Management, Data Storytelling, Business Ethics, Data Visualization, Working Capital, Financial Statement Analysis, Database Management, Sampling (Statistics), Active Listening, Environmental Social And Corporate Governance (ESG), Project Estimation, Financial Statements, Business Analytics, Global Marketing, Predictive Analytics, Human Resources Management and Planning, Internet Of Things, Big Data, Regression Analysis
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
Microsoft
Exploratory Data Analysis and Visualization
Skills you'll gain:
Beginner · Course
Pontificia Universidad Católica de Chile
Magíster en Ciencia de Datos
Skills you'll gain: Data Ethics, Customer Analysis, Descriptive Analytics, Revenue Management, FinTech, Data Mining, Database Design, People Analytics, Time Series Analysis and Forecasting, Data Visualization, Biostatistics, Predictive Analytics, Unsupervised Learning, Digital Transformation, Network Analysis, Cloud Security, Risk Analysis, Assertiveness, Bayesian Statistics, Web Scraping
Earn a degree
Degree · 1 - 4 Years
University of Colorado Boulder
Master of Science in Data Science
Skills you'll gain: Object Oriented Design, User Story, SQL, Systems Engineering, Real-Time Operating Systems, New Product Development, Field-Programmable Gate Array (FPGA), Delegation Skills, Unsupervised Learning, Sampling (Statistics), Failure Analysis, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Statistical Modeling, Goal Setting, Proposal Writing, Generative AI
Earn a degree
Degree · 1 - 4 Years