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"

Status: Free
Pontificia Universidad Católica de Chile
English in the Workplace: Soft skills
Skills you'll gain: Constructive Feedback, Active Listening, Conflict Management, Meeting Facilitation, Communication, Verbal Communication Skills, Delegation Skills, Grammar, Interpersonal Communications, Business Communication, Vocabulary
4.7
Rating, 4.7 out of 5 stars
90 reviews
Intermediate · Course · 1 - 3 Months
Macquarie University
Business intelligence and data analytics: Generate insights
Skills you'll gain: SAS (Software), Data Visualization Software, Dashboard, Analytics, Data-Driven Decision-Making, Business Intelligence, Data Analysis, Trend Analysis, Forecasting, Histogram, Statistical Methods, Business Ethics, Correlation Analysis, Predictive Modeling, Innovation, Corporate Sustainability
4.6
Rating, 4.6 out of 5 stars
443 reviews
Mixed · Course · 1 - 3 Months
Status: Free
Stanford University
Health Across the Gender Spectrum
Skills you'll gain: Diversity Awareness, Pediatrics, Cultural Sensitivity, Cultural Diversity, Patient Education and Support, Toileting, Mental Health, Education and Training, Health Care, Safety Assurance
4.8
Rating, 4.8 out of 5 stars
2.2K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
The Hong Kong University of Science and Technology
Understanding Modern Physics I: Relativity and Cosmology
Skills you'll gain: Physics, Calculus, Mechanics, Physical Science, Advanced Mathematics, Mathematical Modeling, Scientific Visualization
4.7
Rating, 4.7 out of 5 stars
144 reviews
Beginner · Course · 1 - 3 Months
Codio
C++ Basic Structures: Vectors, Pointers, Strings, and Files
Skills you'll gain: Data Import/Export, C++ (Programming Language), Programming Principles, Data Structures, File Management, Computer Programming, Computer Science, Data Storage
4.6
Rating, 4.6 out of 5 stars
214 reviews
Beginner · Course · 1 - 4 Weeks
Rice University
Biases and Portfolio Selection
Skills you'll gain: Behavioral Economics, Portfolio Management, Investments, Wealth Management, Financial Market, Investment Management, Asset Management, Consumer Behaviour, Market Dynamics, Capital Markets, Decision Making, Finance, Market Analysis, Equities, Risk Appetite
4.6
Rating, 4.6 out of 5 stars
275 reviews
Mixed · Course · 1 - 4 Weeks
Wesleyan University
Creating Behavioral Change
Skills you'll gain: Motivational Interviewing, Mental Health Therapies, Behavioral Health, Behavior Management, Mental and Behavioral Health Specialties, Psychology, Experimentation, Learning Theory, Goal Setting, Human Learning
4.8
Rating, 4.8 out of 5 stars
159 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Universidad Nacional Autónoma de México
Cursos en línea: modelo para armar
Skills you'll gain: Interactive Learning, Curriculum Development, Education and Training, Teaching, Instructional Strategies, Pedagogy, Content Management, Digital Communications
4.9
Rating, 4.9 out of 5 stars
240 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Intro to Operating Systems 1: Virtualization
Skills you'll gain: OS Process Management, Operating Systems, C (Programming Language), System Programming, Virtualization, Virtual Machines, Application Programming Interface (API)
4.6
Rating, 4.6 out of 5 stars
143 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
ChatGPT for Beginners: SciFi Writing with Dall-e
Skills you'll gain: ChatGPT, OpenAI, Generative AI, Artificial Intelligence, Storytelling, Writing, Image Analysis, Content Creation, Creativity
4.5
Rating, 4.5 out of 5 stars
301 reviews
Beginner · Guided Project · Less Than 2 Hours
Politecnico di Milano
Artificial Intelligence: An Overview
Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Computer Science, Computer Vision, Machine Learning, Natural Language Processing, Computer Hardware
4.5
Rating, 4.5 out of 5 stars
150 reviews
Beginner · Course · 1 - 3 Months
University of Colorado Boulder
Introduction to Python Fundamentals
Skills you'll gain: Programming Principles, Computer Science, Computer Programming, Data Manipulation, Python Programming
4.8
Rating, 4.8 out of 5 stars
189 reviews
Beginner · Course · 1 - 4 Weeks

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

English in the Workplace: Soft skills: Pontificia Universidad Católica de Chile
Business intelligence and data analytics: Generate insights: Macquarie University
Health Across the Gender Spectrum: Stanford University
Understanding Modern Physics I: Relativity and Cosmology: The Hong Kong University of Science and Technology
C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
Biases and Portfolio Selection: Rice University
Creating Behavioral Change: Wesleyan University
Cursos en línea: modelo para armar: Universidad Nacional Autónoma de México
Intro to Operating Systems 1: Virtualization: Codio
ChatGPT for Beginners: SciFi Writing with Dall-e: Coursera Project Network

Filter by

Results for "machine learning"

English in the Workplace: Soft skills

Business intelligence and data analytics: Generate insights

Health Across the Gender Spectrum

Understanding Modern Physics I: Relativity and Cosmology

C++ Basic Structures: Vectors, Pointers, Strings, and Files

Biases and Portfolio Selection

Creating Behavioral Change

Cursos en línea: modelo para armar

Intro to Operating Systems 1: Virtualization

ChatGPT for Beginners: SciFi Writing with Dall-e

Artificial Intelligence: An Overview

Introduction to Python Fundamentals

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