What is advanced machine learning?

Advanced machine learning is a field of computer science that looks at how to improve computing power by allowing programs to learn as they run, without additional programming. It is a form of artificial intelligence. Advanced machine learning calls for sophisticated programming that includes statistical analysis and generative adversarial networks to find the best path to learning.

What are typical careers that use advanced machine learning?

Typical careers that use advanced machine learning are in data engineering, data science, and computer programming. These are fields where work with big data sets is expected to increase. Advanced machine learning is also widely used in algorithmic trading and finance, so people who want to work in financial markets may want to learn it. Advanced machine learning is a field that is expected to grow as more computing environments include some aspects of machine learning. Management careers that involve data analysis, strategic planning, and prediction are easier when the programs can learn about the data involved.

How can online courses help me learn advanced machine learning?

Online courses can help you learn advanced machine learning through courses, Specializations, and Professional Certificates offered by universities and by software companies. Courses in Apache Spark, Keras, TensorFlow, MongoDb, and PySpark, among other packages, can help you learn how machine learning works in specific programming environments. Other classes cover the math and statistics needed to understand the underlying logic. Despite the name, not all courses are at an advanced level, although beginner courses in advanced machine learning call for background knowledge. Specializations and Guided Projects help you demonstrate your knowledge and test what you know.

What skills or experience should I have before pursuing advanced machine learning?

You'll want to make sure you have a strong foundation of machine learning fundamentals before moving onto advanced concepts and classes. It's helpful to know the fundamentals of scalable data science and mathematics, including linear algebra and multivariate calculus. Programming, especially in Python, is also recommended, as is basic knowledge of SQL.

Top Advanced Machine Learning Courses - Learn Advanced Machine Learning Online

Skip to search results

Filter by

Subject
Required

Computer Science(1,523)

Data Science(1,329)

Information Technology(1,043)

Business(852)

Language
Required

The language used throughout the course, in both instruction and assessments.

English(5,433)

Spanish(2,355)

French(2,159)

Portuguese (Brazil)(2,151)

Learning Product
Required

Guided Projects(418)

Build job-relevant skills in under 2 hours with hands-on tutorials.

Courses(4,792)

Learn from top instructors with graded assignments, videos, and discussion forums.

Projects(119)

Learn a new tool or skill in an interactive, hands-on environment.

Specializations(677)

Get in-depth knowledge of a subject by completing a series of courses and projects.

Professional Certificates(92)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(6)

Earn career credentials while taking courses that count towards your Master’s degree.

Degrees(34)

Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(18)

Earn a university-issued career credential in a flexible, interactive format.

University Certificates(1)

Graduate level learning within reach.

Level
Required

Beginner(2,826)

Intermediate(2,502)

Advanced(335)

Mixed(435)

Duration
Required

Less Than 2 Hours(537)

1-4 Weeks(2,641)

1-3 Months(2,253)

3-6 Months(659)

6-12 Months(26)

1-4 Years(34)

Skills
Required

Generative AI(721)

Artificial Intelligence(708)

Machine Learning(694)

Applied Machine Learning(653)

Subtitles
Required

English(5,716)

Spanish(2,555)

French(2,370)

Arabic(2,301)

Educator
Required

Packt(711)

Google Cloud(463)

Coursera Project Network(405)

Coursera Instructor Network(250)

Results for "advanced machine learning"

University of Colorado Boulder
Master of Science in Electrical and Computer Engineering
Skills you'll gain: Object Oriented Design, User Story, SQL, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Field-Programmable Gate Array (FPGA), Failure Analysis, Delegation Skills, Unsupervised Learning, Sampling (Statistics), Diversity Equity and Inclusion Initiatives, Supplier Management, Sustainability Reporting, Accountability, Data Ethics, Data Mining, Goal Setting, Proposal Writing, Generative AI
Earn a degree
Degree · 1 - 4 Years
University of Huddersfield
BSc Data Science
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
University of Illinois at Urbana-Champaign
Master of Computer Science (feat. Data Science Track)
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Status: Free Trial
Microsoft
Data Manipulation and Transactions in SQL Server
Skills you'll gain: Transaction Processing, Database Management, Microsoft SQL Servers, Operational Databases, SQL, Data Manipulation, Relational Databases, Data Integrity, Generative AI, Performance Tuning
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Microsoft
Introduction to JavaScript Programming
Skills you'll gain: Debugging, Data Validation, Javascript, Data Structures, Scripting, Program Development, Programming Principles, Web Development Tools, Object Oriented Programming (OOP), Development Environment, Maintainability
Beginner · Course · 1 - 4 Weeks
Status: New
Coursera Instructor Network
AI for Customer Experience with Chatbots and Analytics
Skills you'll gain: Customer experience strategy (CX), AI Personalization, Customer Engagement, Predictive Analytics, Personalized Service, ChatGPT, Customer Service, Customer Insights, Loyalty Programs, Self Service Technologies, Data-Driven Decision-Making, Automation, Business Ethics, Artificial Intelligence, Generative AI, Return On Investment
Intermediate · Course · 1 - 4 Weeks
IIT Roorkee
Executive MBA
Skills you'll gain: New Product Development, Mergers & Acquisitions, FinTech, Capital Budgeting, Supply Chain, Integrated Marketing Communications, Business Marketing, Sales Process, Innovation, Succession Planning, Management Accounting, Supply Chain Management, Statistical Process Controls, Product Management, Marketing Management, Revenue Management, Sampling (Statistics), Production Schedule, Project Portfolio Management, Financial Statement Analysis
Earn a degree
Degree · 1 - 4 Years
University of London
Bachelor of Science in Computer Science
Skills you'll gain: Virtual Reality, Human Computer Interaction, Game Design, Full-Stack Web Development, React Native, Agile Software Development, Animations, Data Ethics, Git (Version Control System), Event-Driven Programming, Network Security, Web Applications, Data Science, Natural Language Processing, Unsupervised Learning, Combinatorics, Database Design, Web Development, Generative AI, Usability Testing
Earn a degree
Degree · 1 - 4 Years
Universidad de los Andes
Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®
Skills you'll gain: User Story, Maintainability, Test Automation, Software Testing, Version Control, Test Driven Development (TDD), Git (Version Control System), Software Architecture, Continuous Integration, Software Design, Unit Testing, Acceptance Testing, Usability, Regression Testing, Software Design Patterns, Web Content Accessibility Guidelines, Agile Software Development, Quality Assurance, Angular, Unified Modeling Language
Credit offered
Mastertrack · 6 - 12 Months
University of Pittsburgh
Master of Data Science
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
Status: New
Coursera
Facebook Optimization: Grow Your Presence
Skills you'll gain: Content Performance Analysis, Facebook, Marketing Analytics, Social Media Content, Social Media Marketing, Content Strategy, Online Advertising, Performance Metric, Business Metrics, Scalability, Revenue Management, Data-Driven Decision-Making
Beginner · Course · 1 - 4 Weeks
Dartmouth College
Master of Engineering in Computer Engineering
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years

Searches related to advanced machine learning

advanced machine learning algorithms

advanced machine learning and deep learning

advanced machine learning on google cloud

advanced ai and machine learning techniques and capstone

advanced methods in machine learning applications

1…511 512 513 514

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

Master of Science in Electrical and Computer Engineering: University of Colorado Boulder
BSc Data Science: University of Huddersfield
Master of Computer Science (feat. Data Science Track): University of Illinois at Urbana-Champaign
Data Manipulation and Transactions in SQL Server: Microsoft
Introduction to JavaScript Programming: Microsoft
AI for Customer Experience with Chatbots and Analytics: Coursera Instructor Network
Executive MBA: IIT Roorkee
Bachelor of Science in Computer Science: University of London
Principios de ingeniería de software automatizada y ágil Certificado MasterTrack®: Universidad de los Andes
Master of Data Science: University of Pittsburgh