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

Status: Free Trial

Duke University

Rust for Large Language Model Operations (LLMOps)

Skills you'll gain: Large Language Modeling, Generative AI, Rust (Programming Language), MLOps (Machine Learning Operations), PyTorch (Machine Learning Library), CI/CD, Applied Machine Learning, Application Deployment, System Monitoring, Cloud Development, Natural Language Processing, DevOps, Amazon Web Services, Deep Learning, Cloud Security

Status: Free

DeepLearning.AI

LLMOps

Skills you'll gain: Large Language Modeling, Google Cloud Platform, MLOps (Machine Learning Operations), Generative AI, Data Pipelines, Software Versioning, Data Processing, Data Ethics, Data Transformation, Application Deployment, Supervised Learning

Status: New

Status: Free Trial

University of Colorado Boulder

Introduction to Crisis Management and Crisis Communication

Skills you'll gain: Crisis Management, Strategic Communication, Emergency Response, Corporate Communications, Contingency Planning, Risk Management, Business Continuity Planning, Communication Strategies, Public Relations, Stakeholder Communications, Internal Communications, Stakeholder Management, Communication, Media Relations

Dartmouth College

Energy Justice: Fostering More Equitable Energy Futures

Skills you'll gain: Social Justice, Energy and Utilities, Environmental Issue, Socioeconomics, Community Development, Diversity Equity and Inclusion Initiatives, Systems Thinking, Advocacy, Environmental Policy, Policy Analysis

Status: Free Trial

Packt

Introduction to Java and Programming Basics

Skills you'll gain: Eclipse (Software), Integrated Development Environments, Java Programming, Java, Development Environment, Software Installation, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Debugging

Status: Free Trial

University of California, Davis

Beyond Basic CSS: Typography, Color, Effects, & Animation

Skills you'll gain: Color Theory, Typography, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, Web Design, HTML and CSS, Design Elements And Principles, Animations, User Interface (UI) Design, Web Design and Development, Visualization (Computer Graphics)

Status: Free Trial

ISC2

Risk Management and Risk Assessment in a Healthcare Setting

Skills you'll gain: Continuous Monitoring, Medical Privacy, Risk Management, Risk Management Framework, Health Care Procedure and Regulation, Information Privacy, Risk Analysis, Patient Safety, ISO/IEC 27001, Healthcare Industry Knowledge, Personally Identifiable Information, Security Controls, Information Assurance, Data Security, Threat Modeling, NIST 800-53

Status: Free Trial

Scrimba

Advanced React Skills

Skills you'll gain: React Redux, React.js, Cascading Style Sheets (CSS), JavaScript Frameworks, UI Components, Front-End Web Development, Maintainability, Authentications, Javascript, Application Programming Interface (API), Restful API, Authorization (Computing), Software Design, User Interface (UI), Web Applications, Middleware, Game Design, Performance Tuning

Status: Free Trial

INSEAD

Blockchain Opportunity Analysis for Global Commerce

Skills you'll gain: Blockchain, Business Analysis, Market Opportunities, Competitive Analysis, Market Analysis, Proposal Development, Feasibility Studies, Business Modeling, Solution Design, Value Propositions, Innovation, Business Strategy, Market Research

Coursera Project Network

Lambda Expressions with Java

Skills you'll gain: Eclipse (Software), Java, Java Programming, Functional Design

Status: Free Trial

Universidad Austral

Limpieza de datos para el procesamiento de lenguaje natural

Skills you'll gain: Web Scraping, Data Integration, Data Processing, Data Cleansing, Natural Language Processing, Jupyter, Pandas (Python Package), Scripting, Data Transformation, Hypertext Markup Language (HTML), JavaScript Frameworks

Coursera Project Network

AngularJS for Beginners: Getting Started

Skills you'll gain: Angular, Development Environment, Program Development, JavaScript Frameworks, Javascript, Front-End Web Development, Model View Controller, UI Components

Filter by

Subject
Required

Language
Required

Learning Product
Required

Level
Required

Duration
Required

Skills
Required

Subtitles
Required

Educator
Required

Results for "machine learning"