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

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Results for "machine learning"

Packt
Raspberry Pi and Arduino — Go to the Next Level
Skills you'll gain: Internet Of Things, Serial Peripheral Interface, Electronic Hardware, Embedded Systems, Computer Hardware, Remote Access Systems, Electronic Components, Automation, Python Programming, Debugging, System Configuration, Software Installation
Intermediate · Course · 1 - 3 Months
Scrimba
API Basics 3: Build a Game (Async JS, Callbacks & Promises)
Skills you'll gain: Event-Driven Programming, Ajax, Javascript, JSON
Intermediate · Course · 1 - 4 Weeks
University of Lausanne
HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations
Skills you'll gain: Health Systems, Geographic Information Systems, Systems Thinking, Environment Health And Safety, Policy Development, Community Development, Socioeconomics, Artificial Intelligence, Data Management
Beginner · Course · 1 - 3 Months
Edureka
Python and Statistics Foundations
Skills you'll gain: Matplotlib, Probability & Statistics, Plotly, Statistical Analysis, Statistical Methods, Data Visualization Software, Statistical Hypothesis Testing, Data Manipulation, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Exploratory Data Analysis, Probability, Python Programming
Beginner · Course · 1 - 4 Weeks
Packt
Lean Six Sigma - Green Belt
Skills you'll gain: Lean Six Sigma, Process Mapping, Process Improvement, Process Analysis, Business Process Improvement, Continuous Improvement Process, Process Management, Waste Minimization, Quality Management, Operational Efficiency, Statistical Process Controls, Root Cause Analysis, Customer Insights, Data-Driven Decision-Making, Quality Control
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Product Reviews Text-based Search - OpenAI Text Embedding
Skills you'll gain: OpenAI, Application Development, Exploratory Data Analysis, Application Programming Interface (API), Text Mining, Python Programming, Data Analysis, Unstructured Data, Artificial Intelligence, Natural Language Processing, Data Manipulation
Intermediate · Guided Project · Less Than 2 Hours
Packt
Become An Ethereum Blockchain Developer
Skills you'll gain: Blockchain, Integrated Development Environments, Software Development Tools, Secure Coding, Computer Programming Tools, Development Environment, Application Security, Program Development, Cryptographic Protocols, Development Testing, Web Development, Unit Testing, Transaction Processing, Debugging, Verification And Validation, Data Structures
Beginner · Course · 1 - 3 Months
Packt
Mastering VFX, Simulation & Finalizing Projects in UE5
Skills you'll gain: Post-Production, Computer Graphic Techniques, Virtual Environment, Computer Graphics, Virtual Reality, Visualization (Computer Graphics), Multimedia, Simulations
Advanced · Course · 3 - 6 Months
Banco Interamericano de Desarrollo
Data for Effective Policy Making
Skills you'll gain: Data Visualization, Data Ethics, Policy Development, Data-Driven Decision-Making, Data Analysis, Data Collection, Policy Analysis, Data Quality, Quantitative Research, Research, Program Evaluation, Research Design
Beginner · Course · 1 - 3 Months
University of Glasgow
Evolutionary Computation and its Applications
Skills you'll gain: Engineering Practices, Matlab, Numerical Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Algorithms
Beginner · Course · 1 - 4 Weeks
Packt
AI Enhancement with Knowledge Graphs - Mastering RAG Systems
Skills you'll gain: Data Transformation, Semantic Web, Generative AI, Data Integration, Data Processing, Query Languages, Unstructured Data, Data Visualization Software, Database Development, Databases, Development Environment
Intermediate · Course · 1 - 3 Months
Packt
Comprehensive Automation and Continuous Integration
Skills you'll gain: Jenkins, Selenium (Software), GitHub, Git (Version Control System), CI/CD, Continuous Integration, Apache Maven, Performance Testing, Test Automation, Java, Object Oriented Programming (OOP), Browser Compatibility, MySQL Workbench, JSON
Intermediate · Course · 3 - 6 Months

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In summary, here are 10 of our most popular machine learning courses

Raspberry Pi and Arduino — Go to the Next Level: Packt
API Basics 3: Build a Game (Async JS, Callbacks & Promises): Scrimba
HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations: University of Lausanne
Python and Statistics Foundations: Edureka
Lean Six Sigma - Green Belt : Packt
Product Reviews Text-based Search - OpenAI Text Embedding: Coursera Project Network
Become An Ethereum Blockchain Developer: Packt
Mastering VFX, Simulation & Finalizing Projects in UE5: Packt
Data for Effective Policy Making: Banco Interamericano de Desarrollo
Evolutionary Computation and its Applications: University of Glasgow

Filter by

Results for "machine learning"

Raspberry Pi and Arduino — Go to the Next Level

API Basics 3: Build a Game (Async JS, Callbacks & Promises)

HEALTHY URBAN SYSTEMS - PART 1 : Concepts and observations

Python and Statistics Foundations

Lean Six Sigma - Green Belt

Product Reviews Text-based Search - OpenAI Text Embedding

Become An Ethereum Blockchain Developer

Mastering VFX, Simulation & Finalizing Projects in UE5

Data for Effective Policy Making

Evolutionary Computation and its Applications

AI Enhancement with Knowledge Graphs - Mastering RAG Systems

Comprehensive Automation and Continuous Integration

Searches related to machine learning

In summary, here are 10 of our most popular machine learning courses

Frequently Asked Questions about Machine Learning

What skills can I learn in machine learning courses on Coursera?‎

Do I need prior experience in programming to start these machine learning courses?‎

What machine learning certifications and credentials are available?‎

What career opportunities are available with skills in machine learning?‎

How can I purchase machine learning training courses for my team?‎

Other topics to explore