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 Machine Learning Andrew Ng Courses - Learn Machine Learning Andrew Ng Online

Explore the Andrew Ng Machine Learning Course Catalog

Status: Free Trial
New York University
Guided Tour of Machine Learning in Finance
Skills you'll gain: Supervised Learning, Applied Machine Learning, Machine Learning, Statistical Methods, Artificial Neural Networks, Predictive Modeling, Scikit Learn (Machine Learning Library), Regression Analysis, Deep Learning, Financial Services, Finance, Tensorflow, Jupyter, Reinforcement Learning
3.8
Rating, 3.8 out of 5 stars
679 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
University at Buffalo
Blockchain
Skills you'll gain: Blockchain, Test Driven Development (TDD), Cryptography, Application Development, Transaction Processing, Emerging Technologies, Integrated Development Environments, Software Architecture, Network Protocols, Encryption, Web Applications, Program Development, Distributed Computing, Application Programming Interface (API), Microsoft Azure, FinTech, Software Development, Cloud Computing Architecture, Development Environment, Web Development Tools
4.6
Rating, 4.6 out of 5 stars
8.9K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free Trial
University of Michigan
Python Basics
Skills you'll gain: Debugging, Programming Principles, Python Programming, Data Structures, Scripting Languages, Computer Programming, Development Environment, Computer Graphics
4.8
Rating, 4.8 out of 5 stars
18K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of California, Irvine
Perfect Tenses and Modals
Skills you'll gain: Grammar, English Language, Language Learning, Language Competency
4.8
Rating, 4.8 out of 5 stars
3.9K reviews
Intermediate · Course · 1 - 3 Months
Status: Free Trial
University of California San Diego
Drug Development Product Management
Skills you'll gain: Clinical Trials, Pharmaceuticals, Clinical Research, Commercialization, Pharmacotherapy, Pharmacology, Regulatory Affairs, Intellectual Property, Portfolio Management, Bioinformatics, New Product Development, Medical Science and Research, Strategic Partnership, Product Marketing, Go To Market Strategy, Health Care Procedure and Regulation, Business Strategy, Marketing Strategies, Market Dynamics, Molecular Biology
4.6
Rating, 4.6 out of 5 stars
6.3K reviews
Beginner · Specialization · 3 - 6 Months
Status: Free Trial
Arizona State University
Teach English Now! Second Language Reading, Writing, and Grammar
Skills you'll gain: Literacy, Grammar, English Language, Language Learning, Vocabulary
4.9
Rating, 4.9 out of 5 stars
2.5K reviews
Beginner · Course · 1 - 3 Months
The University of Chicago
Understanding the Brain: The Neurobiology of Everyday Life
Skills you'll gain: Neurology, Psychology, Kinesiology, Anatomy, Behavioral Health, Human Learning, Human Development, Blood Pressure, Mental and Behavioral Health, Mental Health Diseases and Disorders, Respiration, Vital Signs, Biology, Speech Language Pathology
4.9
Rating, 4.9 out of 5 stars
3.1K reviews
Beginner · Course · 1 - 3 Months
Status: Free Trial
University of California, Irvine
Word Forms and Simple Present Tense
Skills you'll gain: Grammar, Vocabulary, English Language, Language Competency
4.9
Rating, 4.9 out of 5 stars
3.5K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
Rutgers the State University of New Jersey
Supply Chain Logistics
Skills you'll gain: Warehouse Management, Inventory and Warehousing, Inventory Management System, Transportation, Supply Chain, and Logistics, Logistics, Transportation Operations, Supply Chain Management, Supply Chain, Customer Service, Operating Cost
4.8
Rating, 4.8 out of 5 stars
11K reviews
Beginner · Course · 1 - 4 Weeks
Status: Free Trial
University of Michigan
Introduction to HTML5
Skills you'll gain: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Web Design and Development, Usability, Semantic Web, Cascading Style Sheets (CSS), Cloud Hosting, Web Servers, Data Validation, Web Development Tools
4.7
Rating, 4.7 out of 5 stars
28K reviews
Beginner · Course · 1 - 4 Weeks
Georgia Institute of Technology
Introduction to Engineering Mechanics
Skills you'll gain: Engineering Analysis, Mechanics, Torque (Physics), Engineering Calculations, Mechanical Engineering, Engineering, Civil Engineering, Structural Analysis, Trigonometry
4.8
Rating, 4.8 out of 5 stars
5.1K reviews
Mixed · Course · 1 - 3 Months
Status: Free Trial
Berklee
The Singer Songwriter
Skills you'll gain: Music Theory, File Management, Music, Music Performance, Musical Composition, Peer Review, Instrumental Music, Self-Awareness, Performing Arts, Creativity, Automation, Storytelling, Writing, Editing, Software Installation
4.8
Rating, 4.8 out of 5 stars
4.2K reviews
Beginner · Specialization · 3 - 6 Months