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

Peking University
程序设计与算法
Skills you'll gain: Problem Solving, Leadership and Management, Algebra, Computer Programming, Programming Principles, C++ Programming, Mathematics, Calculus, Computational Logic, Computational Thinking, C Programming Language Family, Mathematical Theory & Analysis, Python Programming, Algorithms, Data Structures
4.8
Rating, 4.8 out of 5 stars
2.7K reviews
Beginner · Specialization · 3 - 6 Months
Peking University
数据结构基础
Skills you'll gain: Problem Solving, Algebra, Mathematics, Programming Principles, Calculus, Computational Logic, Computational Thinking, Computer Programming, Mathematical Theory & Analysis, Python Programming, Algorithms, Data Structures
4.2
Rating, 4.2 out of 5 stars
251 reviews
Mixed · Course · 1 - 3 Months
IBM
Applied Software Engineering Fundamentals
Skills you'll gain: Software Engineering, Computer Programming, Software Engineering Tools, Application Development, Programming Principles, Software Architecture, Agile Software Development, Communication, Product Management, Software Testing, Software-Defined Networking, Collaboration, Leadership and Management, Linux, Data Analysis, Mergers & Acquisitions, Python Programming
4.6
Rating, 4.6 out of 5 stars
44K reviews
Beginner · Specialization · 3 - 6 Months
IBM
Data Engineering Foundations
Skills you'll gain: Data Engineering, Data Management, Extract, Transform, Load, Databases, Network Security, Big Data, Data Analysis, Data Warehousing, Leadership and Management, SQL, Cloud Computing, Computer Programming, Data Science, NoSQL, PostgreSQL, Python Programming
4.6
Rating, 4.6 out of 5 stars
53K reviews
Beginner · Specialization · 3 - 6 Months
University of Michigan
تنميط متقدم بتصميم سريع الاستجابة
Skills you'll gain: Computer Programming, Mathematics, Programming Principles, Calculus, Computer Programming Tools, Python Programming, Algebra, Computational Logic, Differential Equations
Mixed · Course · 1 - 4 Weeks
IBM
Data Analysis and Visualization Foundations
Skills you'll gain: Microsoft Excel, Data Visualization, Spreadsheet Software, Plot (Graphics), Data Analysis, Databases, Python Programming, SQL, Statistical Visualization, Data Management, Data Mining, Data Science, NoSQL, R Programming, Big Data, Business Analysis, Data Visualization Software, Interactive Data Visualization
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
25K reviews
Beginner · Specialization · 3 - 6 Months
LearnQuest
Test-Driven Development
Skills you'll gain: Software Testing, Software Engineering, Python Programming, Computer Programming, Agile Software Development, Programming Principles, Continuous Delivery
4
Rating, 4 out of 5 stars
78 reviews
Intermediate · Specialization · 3 - 6 Months
Board Infinity
Scrum Fundamentals and Industry Planning Techniques
Skills you'll gain: Collaboration
Beginner · Course · 1 - 4 Weeks
IBM
IBM iOS and Android Mobile App Developer
Skills you'll gain: Software Engineering, Computer Programming, Software Engineering Tools, Application Development, Programming Principles, Software Architecture, Agile Software Development, Communication, Front-End Web Development, Product Management, Software-Defined Networking, Web Development, Collaboration, Leadership and Management, Javascript, Mergers & Acquisitions, Python Programming, React (web framework), Strategy, User Experience
4.6
Rating, 4.6 out of 5 stars
4.8K reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Washington
Dynamic Public Speaking
Skills you'll gain: Communication, Critical Thinking, Public Relations, Strategy, Decision Making, Human Learning, Leadership and Management, People Analysis, People Development, Planning, Problem Solving, Professional Development, Process Analysis, Storytelling, Emotional Intelligence, Writing, Influencing, Organizational Development, Leadership Development, Continuous Delivery, Performance Management, Adaptability
4.7
Rating, 4.7 out of 5 stars
2.6K reviews
Beginner · Specialization · 3 - 6 Months
IIT Guwahati
Post Graduate Certificate in Natural Language Processing
University Certificate · 6 - 12 Months
IBM
Data Science Fundamentals with Python and SQL
Skills you'll gain: Data Analysis, General Statistics, Probability & Statistics, Basic Descriptive Statistics, Python Programming, Statistical Analysis, Statistical Tests, Mathematical Theory & Analysis, Statistical Programming, Data Science, Data Visualization, Probability Distribution, R Programming, Computer Programming, Cloud Computing, Databases, IBM Cloud, SQL
Build toward a degree
4.6
Rating, 4.6 out of 5 stars
68K reviews
Beginner · Specialization · 3 - 6 Months