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"

EDUCBA
Oracle SQL Performance Tuning
Skills you'll gain: Oracle Databases, Performance Tuning, SQL, Query Languages, Database Design, Stored Procedure, Database Management, Data Storage
4.8
Rating, 4.8 out of 5 stars
70 reviews
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Python Scripting for DevOps
Skills you'll gain: Scripting, Scripting Languages, Python Programming, Computer Programming Tools, Devops Tools, Data Structures, Programming Principles, Program Development
4.3
Rating, 4.3 out of 5 stars
24 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Predictive Analytics for Business with H2O in R
Skills you'll gain: R Programming, Predictive Analytics, Applied Machine Learning, Data Science, Data Processing, Feature Engineering, Machine Learning, Telemarketing, Application Deployment
4.9
Rating, 4.9 out of 5 stars
52 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free Trial
Automatic Data Processing, Inc. (ADP)
Compensation: Job Evaluations & Pay Structures
Skills you'll gain: Job Evaluation, Compensation Analysis, Compensation Strategy, Compensation Management, Job Analysis, Compensation and Benefits, Payroll, Human Resource Strategy, Performance Review, Data Visualization, Benchmarking, Data Analysis, Market Analysis, Diversity and Inclusion
Beginner · Course · 1 - 4 Weeks
Edureka
Gen AI for Code Generation for Python
Skills you'll gain: Prompt Engineering, Generative AI, Scenario Testing, Code Review, Python Programming, Test Case, ChatGPT, Application Development, Automation, Debugging
4.3
Rating, 4.3 out of 5 stars
12 reviews
Beginner · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Critical Path Analysis Using Lucidchart
Skills you'll gain: Project Schedules, Scheduling, Timelines, Project Planning, Milestones (Project Management), Dependency Analysis
4.5
Rating, 4.5 out of 5 stars
77 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of Leeds
Essential Skills for Your Career Development
Skills you'll gain: Professional Networking, Communication, Lifelong Learning, Goal Setting, Constructive Feedback, Professional Development, Willingness To Learn, LinkedIn, Adaptability, Personal Development, Resilience, Self-Awareness, Social Media Content, Interviewing Skills
4.5
Rating, 4.5 out of 5 stars
39 reviews
Beginner · Course · 1 - 4 Weeks
Korea Advanced Institute of Science and Technology(KAIST)
Math for AI beginner part 1 Linear Algebra
Skills you'll gain: Linear Algebra, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Applied Mathematics, Deep Learning, Machine Learning, Supervised Learning
4.5
Rating, 4.5 out of 5 stars
30 reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of Colorado Boulder
Computing, Ethics, and Society Foundations
Skills you'll gain: Data Ethics, Security Awareness, Computer Security Awareness Training, Ethical Standards And Conduct, Cybersecurity, Information Technology, Information Privacy, Media and Communications, Machine Learning, Personally Identifiable Information, Artificial Intelligence, General Data Protection Regulation (GDPR), Data Collection
Build toward a degree
4.9
Rating, 4.9 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Amazon Web Services
AI Fundamentals and the Cloud
Skills you'll gain: Prompt Engineering, Data Ethics, Amazon Web Services, MLOps (Machine Learning Operations), Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Cloud Development, Public Cloud, Large Language Modeling, Generative AI, Business Ethics, Machine Learning, Application Development
4.7
Rating, 4.7 out of 5 stars
7 reviews
Beginner · Course · 1 - 4 Weeks
Status: New
Status: Free Trial
Microsoft
Preparing for the AZ-900 Microsoft Azure Fundamentals Exam
Skills you'll gain: Microsoft Azure, Cloud Services, Cloud Platforms, Cloud Computing, Cloud Security, Network Security, Identity and Access Management
5
Rating, 5 out of 5 stars
17 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Mastering Data Analysis with Pandas: Learning Path Part 3
Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Integration, Python Programming, Data Transformation
4.7
Rating, 4.7 out of 5 stars
17 reviews
Beginner · Guided Project · Less Than 2 Hours

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

Oracle SQL Performance Tuning: EDUCBA
Python Scripting for DevOps: Coursera Project Network
Predictive Analytics for Business with H2O in R: Coursera Project Network
Compensation: Job Evaluations & Pay Structures: Automatic Data Processing, Inc. (ADP)
Gen AI for Code Generation for Python: Edureka
Critical Path Analysis Using Lucidchart: Coursera Project Network
Essential Skills for Your Career Development: University of Leeds
Math for AI beginner part 1 Linear Algebra: Korea Advanced Institute of Science and Technology(KAIST)
Computing, Ethics, and Society Foundations: University of Colorado Boulder
AI Fundamentals and the Cloud: Amazon Web Services