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

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Results for "machine learning"

The University of Sydney
The Place of Music in 21st Century Education
Skills you'll gain: Music, Musical Composition, World Music, Music Theory, Classical Music, Education Software and Technology, Instrumental Music, Formal Learning, Creativity, Innovation, Multimedia, Electronic Media
4.8
Rating, 4.8 out of 5 stars
71 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Cape Town
How Entrepreneurs in Emerging Markets can master the Blockchain Technology
Skills you'll gain: Blockchain, Cryptography, FinTech, Emerging Technologies, Ledgers (Accounting), Data Encryption Standard, Machine Learning, Artificial Intelligence, Financial Systems, Financial Services, Supervised Learning, Information Privacy, Personally Identifiable Information, Technology Strategies, Unsupervised Learning, Data Integrity, Distributed Computing, Reinforcement Learning
4.6
Rating, 4.6 out of 5 stars
42 reviews
Beginner · Course · 1 - 4 Weeks
University of Cape Town
Doing Clinical Research: Biostatistics with the Wolfram Language
Skills you'll gain: Descriptive Statistics, Data Literacy, Exploratory Data Analysis, Plot (Graphics), Statistical Analysis, Statistical Visualization, Statistical Programming, Biostatistics, Statistical Hypothesis Testing, Quantitative Research, Probability & Statistics, Deep Learning, Data Manipulation, Machine Learning
4.7
Rating, 4.7 out of 5 stars
50 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Johns Hopkins University
Precalculus: Mathematical Modeling
Skills you'll gain: Data Analysis, Applied Mathematics, Mathematical Modeling, Analytical Skills, Statistics, Systems Of Measurement, Correlation Analysis, Regression Analysis
4.8
Rating, 4.8 out of 5 stars
89 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Hyperparameter Tuning with Keras Tuner
Skills you'll gain: Keras (Neural Network Library), Artificial Neural Networks, Applied Machine Learning, Deep Learning, Python Programming, Performance Tuning, Machine Learning Algorithms
4.6
Rating, 4.6 out of 5 stars
69 reviews
Intermediate · Guided Project · Less Than 2 Hours
Duke University
Introduction to FastAPI framework
Skills you'll gain: Restful API, Application Programming Interface (API), Application Deployment, Software Documentation, Web Applications, JSON, Application Development, Server Side, Program Development, Test Tools, Python Programming, Data Validation
2.7
Rating, 2.7 out of 5 stars
23 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
SAS
Predictive Modeling with Logistic Regression using SAS
Skills you'll gain: SAS (Software), Predictive Modeling, Statistical Modeling, Big Data, Regression Analysis, Data Analysis Software, Advanced Analytics, Statistical Machine Learning, Feature Engineering, Performance Analysis, Performance Measurement, Statistical Analysis, Data Manipulation, Data Cleansing
4.6
Rating, 4.6 out of 5 stars
62 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
The Hong Kong University of Science and Technology
Protecting Business Innovations via Strategy
Skills you'll gain: E-Commerce, Global Marketing, Innovation, Strategic Partnership, Strategic Thinking, Business Strategy, Intellectual Property, Price Negotiation, New Business Development, Mergers & Acquisitions, Competitive Analysis
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
79 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Introduction to PicsArt for Social Media Marketing
Skills you'll gain: Social Media Marketing, Social Media, Social Media Content, Photo Editing, Graphics Software, Graphic and Visual Design
4.5
Rating, 4.5 out of 5 stars
84 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free Trial
University of Colorado Boulder
Activity Design with PhET Simulations for STEM Education
Skills you'll gain: Simulation and Simulation Software, Mathematics Education, Design Strategies, Chemistry, Physics, Biology
5
Rating, 5 out of 5 stars
40 reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
Tsinghua University
Data Structures and Algorithms (I)
Skills you'll gain: Data Structures, Algorithms, Theoretical Computer Science, Spatial Analysis, Computational Thinking, Computational Logic, Computer Programming
3.1
Rating, 3.1 out of 5 stars
33 reviews
Intermediate · Course · 1 - 3 Months
Coursera Instructor Network
General AI Mastery Toolbox: Master AI and Drive Success
Skills you'll gain: Artificial Intelligence, AI Personalization, Drive Engagement, Generative AI, Customer Engagement, Prompt Engineering, Business Process Automation, Emerging Technologies, Machine Learning, Natural Language Processing
4.3
Rating, 4.3 out of 5 stars
16 reviews
Beginner · Course · 1 - 4 Weeks

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

The Place of Music in 21st Century Education: The University of Sydney
How Entrepreneurs in Emerging Markets can master the Blockchain Technology: University of Cape Town
Doing Clinical Research: Biostatistics with the Wolfram Language: University of Cape Town
Precalculus: Mathematical Modeling: Johns Hopkins University
Hyperparameter Tuning with Keras Tuner: Coursera Project Network
Introduction to FastAPI framework: Duke University
Predictive Modeling with Logistic Regression using SAS : SAS
Protecting Business Innovations via Strategy: The Hong Kong University of Science and Technology
Introduction to PicsArt for Social Media Marketing: Coursera Project Network
Activity Design with PhET Simulations for STEM Education: University of Colorado Boulder