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

Results for "machine learning"

Status: Free
Pontificia Universidad Católica de Chile
English for Interactions in the Workplace Intermediate Level
Skills you'll gain: Vocabulary, Business Correspondence, Grammar, Sales Strategy, Business Communication, Company, Product, and Service Knowledge, Business Writing, Sales, Sales Presentations, Storytelling, Communication Strategies, Timelines
4.7
Rating, 4.7 out of 5 stars
217 reviews
Intermediate · Course · 1 - 3 Months
University of Washington
Data Manipulation at Scale: Systems and Algorithms
Skills you'll gain: Big Data, Relational Databases, Database Systems, Databases, Data Science, Data Manipulation, Data Processing, NoSQL, Apache Spark, Analytics, Distributed Computing, Apache Hadoop, SQL, Data Analysis, Data Structures, Query Languages, Cloud Computing, Scalability, Graph Theory, Algorithms
4.3
Rating, 4.3 out of 5 stars
767 reviews
Mixed · Course · 1 - 3 Months
IBM
Data Engineering Capstone Project
Skills you'll gain: Apache Spark, Data Warehousing, Extract, Transform, Load, IBM DB2, IBM Cognos Analytics, Big Data, Databases, PostgreSQL, NoSQL, Data Architecture, Data Pipelines, Applied Machine Learning, MongoDB, MySQL, Data Analysis, Dashboard, Predictive Modeling, Software Technical Review
4.7
Rating, 4.7 out of 5 stars
114 reviews
Advanced · Course · 1 - 3 Months
Universidad Austral
Introducción a la programación con Python
Skills you'll gain: Debugging, Programming Principles, Software Installation, Python Programming, Development Environment, Integrated Development Environments, Scripting Languages, Program Development, Scripting, Computer Programming
4.6
Rating, 4.6 out of 5 stars
1.7K reviews
Beginner · Course · 1 - 4 Weeks
IBM
Generative AI: Elevate Your Data Science Career
Skills you'll gain: Generative AI, Exploratory Data Analysis, Data Ethics, Feature Engineering, Predictive Modeling, Predictive Analytics, Data Science, Artificial Intelligence, Data Analysis, Data Transformation, Data Visualization Software, Deep Learning, Data Manipulation
4.7
Rating, 4.7 out of 5 stars
149 reviews
Intermediate · Course · 1 - 4 Weeks
Rice University
Self Awareness and the Effective Leader
Skills you'll gain: Creative Problem-Solving, Prioritization, Stress Management, Time Management, Self-Awareness, Professional Development, Leadership Development, Leadership, Personal Development, Goal Setting, Relationship Building, Emotional Intelligence, Resilience, Communication, Adaptability
4.7
Rating, 4.7 out of 5 stars
663 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Universidade de São Paulo
Introdução à Ciência da Computação com Python Parte 2
Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Python Programming, Algorithms, Data Structures, Computer Science, Computational Thinking, Maintainability, Data Storage, Performance Testing
4.9
Rating, 4.9 out of 5 stars
1.5K reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Inferential Statistical Analysis with Python
Skills you'll gain: Statistical Hypothesis Testing, Statistical Inference, Bayesian Statistics, Probability & Statistics, Statistical Analysis, Data Analysis, Sampling (Statistics), Jupyter, Quantitative Research, Python Programming, Matplotlib, NumPy
4.6
Rating, 4.6 out of 5 stars
916 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
University of Maryland, College Park
The Cycle: Management of Successful Arts and Cultural Organizations
Skills you'll gain: Fundraising, Organizational Strategy, Event Management, Stakeholder Engagement, Business Planning, Marketing, Strategic Marketing, Business Strategy, Growth Strategies, Customer Relationship Building
4.8
Rating, 4.8 out of 5 stars
707 reviews
Beginner · Course · 1 - 3 Months
University of California, Irvine
Functions, Methods, and Interfaces in Go
Skills you'll gain: Go (Programming Language), Object Oriented Programming (OOP), Data Structures, Software Design, Programming Principles
4.6
Rating, 4.6 out of 5 stars
991 reviews
Intermediate · Course · 1 - 4 Weeks
IBM
Introduction to NoSQL Databases
Skills you'll gain: NoSQL, MongoDB, Databases, Apache Cassandra, Distributed Computing, Database Management, Database Architecture and Administration, IBM Cloud, Query Languages, Data Modeling, JSON, Scalability
4.6
Rating, 4.6 out of 5 stars
328 reviews
Beginner · Course · 1 - 3 Months
University of Washington
Business English: Capstone Project
Skills you'll gain: Verbal Communication Skills, Persuasive Communication, Presentations, Business Writing, Peer Review, Business Communication, Public Speaking, Business Planning, Marketing, Business Marketing, Vocabulary, Company, Product, and Service Knowledge
4.7
Rating, 4.7 out of 5 stars
176 reviews
Intermediate · Course · 1 - 3 Months