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"

Universidad de los Andes
Maestría en Inteligencia Artificial
Earn a degree
Degree · 1 - 4 Years
Macquarie University
Навыки Excel для бизнеса: Основы
Skills you'll gain: Programming Principles, Algebra, Mathematics, Problem Solving, Computer Programming, Differential Equations, Python Programming, Theoretical Computer Science
4.5
Rating, 4.5 out of 5 stars
22 reviews
Beginner · Course · 1 - 3 Months
Status: Free
Pontificia Universidad Católica de Chile
Introducción a la programación en Python I: Aprendiendo a programar con Python
Skills you'll gain: Computational Logic, Computer Programming, Programming Principles, Python Programming, Algorithms, Data Analysis, Computer Programming Tools, Computational Thinking, System Programming, Problem Solving
4.4
Rating, 4.4 out of 5 stars
4.7K reviews
Beginner · Course · 1 - 3 Months
Meta
Introduction to Data Analytics
Skills you'll gain: Communication, Computer Programming, Data Analysis, Data Management, Data Visualization, Databases, Marketing, Python Programming, SQL, Statistical Programming, Storytelling, Tableau Software
4.8
Rating, 4.8 out of 5 stars
659 reviews
Beginner · Course · 1 - 3 Months
University of Pennsylvania
Data Analysis Using Python
Skills you'll gain: Data Analysis, Python Programming, Computer Programming, Data Analysis Software, Data Management, Data Structures, Data Visualization, Exploratory Data Analysis, Programming Principles, Computer Programming Tools, Data Science
4.5
Rating, 4.5 out of 5 stars
410 reviews
Beginner · Course · 1 - 4 Weeks
IBM
Statistics for Data Science with Python
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Basic Descriptive Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Statistical Programming, Data Visualization, Plot (Graphics)
4.5
Rating, 4.5 out of 5 stars
423 reviews
Mixed · Course · 1 - 3 Months
Status: Free
National Taiwan University
用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1))
Skills you'll gain: Computer Programming, Computer Programming Tools, Python Programming, Programming Principles, Business Analysis, Algorithms, Business Design, Data Analysis Software, Mathematical Theory & Analysis, Mathematics, Problem Solving
4.9
Rating, 4.9 out of 5 stars
876 reviews
Beginner · Course · 1 - 3 Months
Rice University
Python Data Representations
Skills you'll gain: Computer Programming, Computer Programming Tools, Problem Solving, Programming Principles, Python Programming, Computational Logic, Computational Thinking, Data Analysis, Data Structures
4.7
Rating, 4.7 out of 5 stars
1.1K reviews
Beginner · Course · 1 - 4 Weeks
Universidad Austral
Manejo de bases de datos con Python
Skills you'll gain: Databases, SQL, Computer Programming, Python Programming, Database Administration, Database Application, Data Management, Database Theory, Data Structures, Database Design
4.2
Rating, 4.2 out of 5 stars
177 reviews
Beginner · Course · 1 - 4 Weeks
Codio
Data Science and Analysis Tools - from Jupyter to R Markdown
Skills you'll gain: Python Programming, Basic Descriptive Statistics, Data Analysis, Data Science, Data Visualization, Data Visualization Software, R Programming
3.9
Rating, 3.9 out of 5 stars
20 reviews
Beginner · Specialization · 3 - 6 Months
Meta
الإعلان من خلال فيسبوك
Skills you'll gain: Programming Principles, Algebra, Calculus, Computer Programming, Computer Programming Tools, Mathematics, Theoretical Computer Science, Algorithms, Computational Logic, Python Programming, Advertising, Marketing
4.8
Rating, 4.8 out of 5 stars
22 reviews
Beginner · Course · 1 - 3 Months
University of Michigan
Using Python to Access Web Data
Skills you'll gain: Computer Programming, Computer Programming Tools, Programming Principles, Python Programming, Data Structures, Web Development, Web Development Tools, Computer Networking, Data Analysis Software, HTML and CSS
4.8
Rating, 4.8 out of 5 stars
44K reviews
Beginner · Course · 1 - 3 Months

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

Maestría en Inteligencia Artificial: Universidad de los Andes
Навыки Excel для бизнеса: Основы: Macquarie University
Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
Introduction to Data Analytics: Meta
Data Analysis Using Python: University of Pennsylvania
Statistics for Data Science with Python: IBM
用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1)): National Taiwan University
Python Data Representations: Rice University
Manejo de bases de datos con Python: Universidad Austral
Data Science and Analysis Tools - from Jupyter to R Markdown: Codio

Filter by

Results for "machine learning"

Maestría en Inteligencia Artificial

Навыки Excel для бизнеса: Основы

Introducción a la programación en Python I: Aprendiendo a programar con Python

Introduction to Data Analytics

Data Analysis Using Python

Statistics for Data Science with Python

用 Python 做商管程式設計（一）(Programming for Business Computing in Python (1))

Python Data Representations

Manejo de bases de datos con Python

Data Science and Analysis Tools - from Jupyter to R Markdown

الإعلان من خلال فيسبوك

Using Python to Access Web Data

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