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"

Duke University
Spark, Hadoop, and Snowflake for Data Engineering
Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Data Architecture, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Data Management, DevOps, Data Manipulation, Distributed Computing, SQL
3.9
Rating, 3.9 out of 5 stars
47 reviews
Advanced · Course · 1 - 4 Weeks
MathWorks
Introduction to Deep Learning for Computer Vision
Skills you'll gain: Computer Vision, Deep Learning, Matlab
4.9
Rating, 4.9 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
Shanghai Jiao Tong University
Mandarin Chinese 1: Chinese for Beginners
Skills you'll gain: Language Learning, Cultural Sensitivity, Culture, Vocabulary, Grammar
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Beginner · Course · 1 - 3 Months
Vanderbilt University
Microsoft 365 Copilot for Leaders
Skills you'll gain: ChatGPT, Ideation, Verification And Validation, Succession Planning, Microsoft 365, Target Audience, Business Writing, Generative AI, Microsoft Teams, Leadership, Meeting Facilitation, Organizational Leadership, Productivity Software, Creative Thinking, Creativity, Strategic Leadership, Complex Problem Solving, Strategic Communication, Business Leadership, Proposal Writing
4.8
Rating, 4.8 out of 5 stars
785 reviews
Beginner · Specialization · 1 - 3 Months
University of Michigan
Model Thinking
Skills you'll gain: Mathematical Modeling, Systems Thinking, Innovation, Behavioral Economics, Analysis, Strategic Decision-Making, Social Studies, Decision Making, Complex Problem Solving, Trend Analysis, Economics, Critical Thinking, Probability, Market Analysis, Human Learning
4.8
Rating, 4.8 out of 5 stars
2.2K reviews
Intermediate · Course · 1 - 3 Months
Johns Hopkins University
Neuroscience and Neuroimaging
Skills you'll gain: Anatomy, Radiology, Image Analysis, Data Analysis, Analysis, Data Manipulation, Analytical Skills, Experimentation, Research Design, R Programming, Statistical Analysis, Psychology, Network Analysis, Statistical Methods, Data Processing, Regression Analysis, Scientific Visualization, Science and Research, Scientific Methods, Medical Science and Research
4.6
Rating, 4.6 out of 5 stars
3.2K reviews
Intermediate · Specialization · 3 - 6 Months
Sungkyunkwan University
The Korean Alphabet: An Introduction to Hangeul
Skills you'll gain: Language Learning, Literacy, Typography, Vocabulary
4.7
Rating, 4.7 out of 5 stars
482 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Rice University
Spanish for Successful Communication in Healthcare Settings
Skills you'll gain: Cultural Responsiveness, Patient Education and Support, Medical Terminology, Vocabulary, Interpersonal Communications, Language Learning, Health Care, Grammar, Socioeconomics
4.7
Rating, 4.7 out of 5 stars
313 reviews
Intermediate · Course · 1 - 3 Months
Coursera Project Network
Diabetes Disease Detection with XG-Boost and Neural Networks
Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Applied Machine Learning, Predictive Modeling, Classification And Regression Tree (CART), Data Analysis, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Statistical Analysis, Feature Engineering, Data Manipulation
4.9
Rating, 4.9 out of 5 stars
7 reviews
Beginner · Guided Project · Less Than 2 Hours
University of Toronto
State Estimation and Localization for Self-Driving Cars
Skills you'll gain: Global Positioning Systems, Estimation, Machine Learning Methods, Computer Vision, Mathematical Modeling, Applied Mathematics, Linear Algebra, Python Programming, Real Time Data, Physics
4.7
Rating, 4.7 out of 5 stars
831 reviews
Advanced · Course · 1 - 3 Months
University of California, Irvine
IELTS Writing Section Skills Mastery
Skills you'll gain: Literacy, Grammar, Vocabulary
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Data Visualization with Plotly Express
Skills you'll gain: Data Science, Data Visualization, Interactive Data Visualization, Machine Learning, Python Programming
4.7
Rating, 4.7 out of 5 stars
269 reviews
Intermediate · Guided Project · Less Than 2 Hours

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

Spark, Hadoop, and Snowflake for Data Engineering: Duke University
Introduction to Deep Learning for Computer Vision: MathWorks
Mandarin Chinese 1: Chinese for Beginners: Shanghai Jiao Tong University
Microsoft 365 Copilot for Leaders: Vanderbilt University
Model Thinking: University of Michigan
Neuroscience and Neuroimaging: Johns Hopkins University
The Korean Alphabet: An Introduction to Hangeul: Sungkyunkwan University
Spanish for Successful Communication in Healthcare Settings: Rice University
Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera Project Network
State Estimation and Localization for Self-Driving Cars: University of Toronto

Filter by

Results for "machine learning"

Spark, Hadoop, and Snowflake for Data Engineering

Introduction to Deep Learning for Computer Vision

Mandarin Chinese 1: Chinese for Beginners

Microsoft 365 Copilot for Leaders

Model Thinking

Neuroscience and Neuroimaging

The Korean Alphabet: An Introduction to Hangeul

Spanish for Successful Communication in Healthcare Settings

Diabetes Disease Detection with XG-Boost and Neural Networks

State Estimation and Localization for Self-Driving Cars

IELTS Writing Section Skills Mastery

Data Visualization with Plotly Express

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