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: New

Status: Free Trial

Indian Institute of Technology Guwahati

Foundations and Advanced Practices in UX Design

Skills you'll gain: User Research, UI/UX Research, User Experience, Competitive Analysis, User Experience Design, Information Architecture, Interaction Design, User Flows, Qualitative Research, Usability, User Interface (UI) Design, Wireframing, Human Computer Interaction, User Centered Design, User Interface (UI), Usability Testing, Conceptual Design, Research Methodologies, Design, Interviewing Skills

Status: Free Trial

Scrimba

Learn CSS Flexbox

Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, Web Design and Development, Front-End Web Development, Web Design

Coursera Project Network

Mastering Data Analysis with Pandas: Learning Path Part 3

Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation

Status: Free Trial

Universidad de los Andes

Diseño de instrucción por enfoque de Grandes Ideas

Skills you'll gain: Instructional Design, Education Software and Technology, Needs Assessment, Learning Management Systems, Project Design, Curriculum Development, Scenario Testing, Analysis, Digital Transformation, User Centered Design, Technology Strategies, Digital Content, Target Audience, Technical Writing

Coursera Project Network

K-Means Clustering 101: World Happiness Report

Skills you'll gain: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Economics, Policy, and Social Studies, Exploratory Data Analysis, Data Analysis

Status: Free Trial

LearnQuest

A Practical Introduction to Test-Driven Development

Skills you'll gain: Test Driven Development (TDD), Unit Testing, Test Automation, Test Case, Development Testing, Software Testing, Mockups, Python Programming

Status: Free Trial

Codio

Introduction to Terraform

Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Cloud Infrastructure, Amazon Web Services, Amazon Elastic Compute Cloud, Infrastructure Architecture, Cloud Management, Program Development, Programming Principles, Data Security, Version Control, File Management

Status: Free Trial

Universidad Nacional Autónoma de México

Creatividad computacional

Skills you'll gain: Creativity, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Computational Thinking, Computer Graphics, Visualization (Computer Graphics), Python Programming, Algorithms, Music Theory

Status: Free Trial

Google Cloud

Intro to TensorFlow em Português Brasileiro

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Google Cloud Platform, Deep Learning, Application Deployment, Data Pipelines, Artificial Neural Networks, Applied Machine Learning, Data Processing, Data Import/Export, Regression Analysis

Status: Free Trial

University of California, Davis

Digital Technology and Social Change

Skills you'll gain: Digital Transformation, Innovation, Digital Communications, Data Ethics, Machine Learning, Business Transformation, Emerging Technologies, Technology Strategies, OpenAI, Data Storage, Artificial Intelligence, Social Studies, Media and Communications, Digital Assets, Computer Science, Digital Marketing, ChatGPT, Sociology, Social Sciences, Artificial Neural Networks

Status: New

Coursera Instructor Network

Building AI Agents: Automation and NLP Foundations

Skills you'll gain: Generative AI Agents, Artificial Intelligence, Agentic systems, OpenAI, Automation, ChatGPT, Generative AI, Business Process Automation, Software Development Tools, Prompt Engineering, Large Language Modeling, Decision Making, Ethical Standards And Conduct, Performance Analysis

Emory University

Reproducible Templates for Analysis and Dissemination

Skills you'll gain: Rmarkdown, Knitr, Technical Documentation, Document Management, Technical Writing, R Programming, YAML, Hypertext Markup Language (HTML), File Management, GitHub, Cascading Style Sheets (CSS), Git (Version Control System), Version Control

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