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"

Coursera Instructor Network
Innovate with ANSYS Simulation Tools
Skills you'll gain: Engineering Design Process, Engineering Analysis, Mechanical Design, Product Family Engineering, Simulation and Simulation Software, Structural Analysis, Mechanical Engineering, Numerical Analysis, Finite Element Methods
4.8
Rating, 4.8 out of 5 stars
13 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Data Preparation and Management
Skills you'll gain: Extract, Transform, Load, Data Cleansing, Power BI, Data Transformation, Data Management, Data Quality, Data Wrangling, Data Processing, Data Validation, Data Integration, Data Modeling, Data Import/Export, Data Storage
4.9
Rating, 4.9 out of 5 stars
14 reviews
Beginner · Course · 1 - 4 Weeks
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
4.8
Rating, 4.8 out of 5 stars
13 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
The Power of Storytelling: How to Visualize Data in the Cloud
Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization Software, Dashboard, Data Modeling, Data Access, Business Intelligence, Business Analytics, UI/UX Strategy, Data Governance, Performance Tuning, Cloud Services, Self Service Technologies
4.3
Rating, 4.3 out of 5 stars
19 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
SAS
Predictive Modeling with Logistic Regression using SAS
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Big Data, Regression Analysis, Data Analysis Software, Advanced Analytics, Statistical Machine Learning, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Manipulation, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
62 reviews
Intermediate · Course · 1 - 3 Months
Status: New
Maven Analytics
Microsoft Copilot for Excel: AI-Powered Data Analysis
Skills you'll gain: Microsoft Copilot, Microsoft Excel, Pivot Tables And Charts, Excel Formulas, People Analytics, Spreadsheet Software, Data Manipulation, Data Analysis, Human Resources Information System (HRIS), Data Presentation, ChatGPT, Artificial Intelligence, Generative AI
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
Google Cloud
Developing Applications with Google Cloud: Foundations
Skills you'll gain: Cloud Applications, Application Deployment, Application Development, Authentications, Generative AI, Google Cloud Platform, Data Storage, Platform As A Service (PaaS), Cloud API, Authorization (Computing), CI/CD, Cloud Computing, Application Performance Management, Cloud Storage, Cloud Security, Serverless Computing, Artificial Intelligence and Machine Learning (AI/ML), Computer Programming Tools, Containerization
4.7
Rating, 4.7 out of 5 stars
13 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Amazon Web Services
Planning a Generative AI Project
Skills you'll gain: Generative AI, Business Planning, Technology Roadmaps, Project Risk Management, Project Planning, Risk Analysis, Technical Design
4.4
Rating, 4.4 out of 5 stars
103 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Whizlabs
Manage Identities and Governance in Azure
Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Microsoft Azure, Identity and Access Management, Cloud Management, User Accounts, Windows PowerShell, Application Deployment, Virtual Machines, Command-Line Interface
4.2
Rating, 4.2 out of 5 stars
70 reviews
Intermediate · Course · 1 - 4 Weeks
Universidad de los Andes
Análisis estático lineal y no lineal de estructuras
Skills you'll gain: Structural Analysis, Engineering Analysis, Civil Engineering, Finite Element Methods, Numerical Analysis, Program Development, Linear Algebra, Python Programming, Simulation and Simulation Software
Advanced · Course · 1 - 3 Months
Status: Free
Amazon Web Services
Exploring Artificial Intelligence Use Cases and Applications
Skills you'll gain: Generative AI, Business Metrics, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Key Performance Indicators (KPIs), Performance Metric
4.4
Rating, 4.4 out of 5 stars
67 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Colorado Boulder
Activity Design with PhET Simulations for STEM Education
Skills you'll gain: Simulation and Simulation Software, Mathematics Education, Design Strategies, Chemistry, Physics, Biology
5
Rating, 5 out of 5 stars
40 reviews
Intermediate · Course · 1 - 3 Months