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"

Status: New
Status: Free Trial
Dassault Systèmes
SOLIDWORKS 3D CAD for Education
Skills you'll gain: SolidWorks (CAD), Assembly Drawing, Computer-Aided Design, 3D Modeling, Drafting and Engineering Design, Mechanical Design, Mechanical Drawings, Engineering Design Process, Product Family Engineering, Design Software, Technical Design
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Dassault Systèmes
SOLIDWORKS Feature Patterns and Sweeps
Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Product Family Engineering, Technical Design
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Whizlabs
Design and Implement a Source Control Strategy
Skills you'll gain: Application Deployment, Azure DevOps, Continuous Deployment, Git (Version Control System), Version Control, Microsoft Azure, Release Management, Infrastructure as Code (IaC), Code Review
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Introduction to Thermodynamics: Transferring Energy from Here to There
Skills you'll gain: Mechanical Engineering, Thermal Management, HVAC, Engineering, Energy and Utilities, Physics, Engineering Analysis, Plant Operations and Management, Process Analysis, Environmental Science
4.8
Rating, 4.8 out of 5 stars
3.4K reviews
Beginner · Course · 1 - 3 Months
Status: New
Packt
The Ultimate T-SQL And Microsoft SQL Server Bootcamp
Skills you'll gain: Microsoft SQL Servers, Transact-SQL, SQL, Database Design, Transaction Processing, Stored Procedure, Database Administration, Data Manipulation, Query Languages, Database Management, Databases, Database Architecture and Administration, Relational Databases, Data Integrity
Intermediate · Course · 3 - 6 Months
Status: New
Status: Free Trial
Packt
Blender Foundations & Tavern Structure Modeling
Skills you'll gain: 3D Modeling, Computer Graphics, Technical Design, Visualization (Computer Graphics), Prototyping, Design Elements And Principles
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Meta
Meta Full-Stack Developer
Skills you'll gain: Jest (JavaScript Testing Framework), Django (Web Framework), Version Control, Restful API, Responsive Web Design, Unix Commands, HTML and CSS, Git (Version Control System), GitHub, Relational Databases, Object Oriented Programming (OOP), Database Management Systems, Bootstrap (Front-End Framework), React.js, Mobile Development, SQL, Database Design, Unit Testing, Javascript, Web Development
4.7
Rating, 4.7 out of 5 stars
23K reviews
Beginner · Specialization · 3 - 6 Months
Status: New
Status: Free Trial
Illinois Tech
Building with Code: Programming Fundamentals and Open Source
Skills you'll gain: Open Source Technology, Package and Software Management, Web Development, Linux, Shell Script, Database Design, Relational Databases, Web Applications, Web Development Tools, Test Driven Development (TDD), Python Programming, Linux Administration, Databases, Object Oriented Programming (OOP), Full-Stack Web Development, Application Deployment, Bash (Scripting Language), Scripting Languages, Computer Programming, Development Testing
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
59 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Macquarie University
Excel Fundamentals for Data Analysis
Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Manipulation, Spreadsheet Software, Data Transformation, Data Validation, Data Analysis, Pivot Tables And Charts, Automation
4.8
Rating, 4.8 out of 5 stars
4.1K reviews
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Shiny for Python Ultimate - Web Development with Python
Skills you'll gain: User Interface (UI), Data Visualization Software, Interactive Data Visualization, UI/UX Strategy, Application Deployment, Web Applications, Data Analysis, Front-End Web Development, Back-End Web Development, Dashboard, Spatial Data Analysis, Web Development, Application Development, Development Environment
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
DeepLearning.AI
Data I/O and Preprocessing with Python and SQL
Skills you'll gain: Web Scraping, Extract, Transform, Load, Data Validation, Data Processing, Data Ethics, Data Cleansing, SQL, Data Transformation, JSON, Pandas (Python Package), Generative AI, Relational Databases, Data Integrity, Unstructured Data, Application Programming Interface (API)
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera
Facebook Content Creation Essentials
Skills you'll gain: Facebook, Content Creation, Graphic and Visual Design, Graphic Design, Drive Engagement, Video Production, Storytelling, Generative AI Agents, Writing, Video Editing
Beginner · Course · 1 - 4 Weeks