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: Free Trial
LearnQuest
Test-Driven Development Overview
Skills you'll gain: Test Driven Development (TDD), Unit Testing, Code Review, Maintainability, Software Testing, Integration Testing, Debugging, Software Development, Python Programming
4.3
Rating, 4.3 out of 5 stars
59 reviews
Intermediate · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
Mastering KiCAD: Open-Source PCB Design for Beginners
Skills you'll gain: Electronics, Electronics Engineering, Electronic Hardware, Electrical Engineering, Schematic Diagrams, Electronic Components, Computer-Aided Design, Design Software, Engineering Documentation, Design Specifications, Open Source Technology
4.7
Rating, 4.7 out of 5 stars
6 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Instructor Network
GenAI for Business Intelligence Analysts
Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Advanced Analytics, Exploratory Data Analysis, Large Language Modeling, Data Governance, Machine Learning
4.7
Rating, 4.7 out of 5 stars
9 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Instructor Network
LangChain: Application Development Essentials
Skills you'll gain: Application Development, OpenAI, Large Language Modeling, Application Frameworks, Generative AI, Artificial Intelligence, Prompt Engineering, Natural Language Processing
3.3
Rating, 3.3 out of 5 stars
28 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Arizona State University
Object-Oriented Programming and GUI with Python
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Event-Driven Programming, Python Programming, User Interface (UI), UI Components
3.3
Rating, 3.3 out of 5 stars
11 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Howard University
Linear Algebra for Data Science Using Python
Skills you'll gain: Data Wrangling, Linear Algebra, Regression Analysis, Data Manipulation, NumPy, Predictive Modeling, Dimensionality Reduction, Data Science, Applied Mathematics, Python Programming, Statistical Modeling, Mathematical Software, Supervised Learning, Data Visualization Software, Jupyter, Data Analysis, Scikit Learn (Machine Learning Library), Machine Learning Methods, Numerical Analysis, Algebra
4.3
Rating, 4.3 out of 5 stars
32 reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
EDUCBA
Splunk Query Language and Data Analysis
Skills you'll gain: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
4.9
Rating, 4.9 out of 5 stars
122 reviews
Intermediate · Course · 1 - 4 Weeks
EIT Digital
Basic Recommender Systems
Skills you'll gain: Data Ethics, Usability, System Requirements, Machine Learning Algorithms, Innovation, Algorithms, Predictive Modeling, Data-Driven Decision-Making, Data Mining, Applied Machine Learning, Statistical Methods, Performance Tuning
4.3
Rating, 4.3 out of 5 stars
43 reviews
Intermediate · Course · 1 - 4 Weeks
Koç University
Doğrusal Cebir I: Uzaylar ve İşlemciler / Linear Algebra I: Spaces and Operators
Skills you'll gain: Linear Algebra, Applied Mathematics, Algebra, Calculus, Differential Equations, Advanced Mathematics, Mathematical Modeling, Mathematical Theory & Analysis, Geometry
4.1
Rating, 4.1 out of 5 stars
43 reviews
Mixed · Course · 1 - 3 Months
Status: New
Status: Free Trial
Dassault Systèmes
SOLIDWORKS xDesign for Education
Skills you'll gain: SolidWorks (CAD), 3D Modeling, Assembly Drawing, Computer-Aided Design, Engineering Drawings, Technical Drawing, Visualization (Computer Graphics), Design Software, Technical Design, Mechanical Design, Design Elements And Principles, Prototyping
Beginner · Specialization · 3 - 6 Months
Status: Free
University of Michigan
Visualizing Women's Work: Using Art Media for Social Justice
Skills you'll gain: Social Justice, Art History, Public History, Creativity, Diversity Awareness, Socioeconomics, Graphic and Visual Design, Research, Advocacy, Cultural Diversity, Multimedia
4.6
Rating, 4.6 out of 5 stars
79 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California San Diego
Learn to Teach Java: Sequences, Primitive Types and Using Objects
Skills you'll gain: Debugging, Object Oriented Programming (OOP), Java, Programming Principles, Computer Programming, Integrated Development Environments, Technical Communication
4.9
Rating, 4.9 out of 5 stars
38 reviews
Beginner · Course · 1 - 3 Months