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

Results for "advanced machine learning"

Status: [object Object]
Meta
Meta Data Analyst
Skills you'll gain: Basic Descriptive Statistics, Business Analysis, Communication, Computer Programming, Data Analysis, Data Management, Data Visualization, Databases, Experiment, General Statistics, Marketing, Probability & Statistics, Probability Distribution, Python Programming, Regression, SQL, Statistical Analysis, Statistical Programming, Statistical Tests, Storytelling, Tableau Software
4.7
Rating, 4.7 out of 5 stars
979 reviews
Beginner · Professional Certificate · 3 - 6 Months
University of Michigan
PostgreSQL for Everybody
Skills you'll gain: SQL, Databases, Database Design, PostgreSQL, Database Application, Data Management, Database Theory, Data Structures, Python Programming, Data Architecture, NoSQL, Data Model, Natural Language Processing
4.7
Rating, 4.7 out of 5 stars
1.2K reviews
Intermediate · Specialization · 3 - 6 Months
Duke University
Bayesian Statistics
Skills you'll gain: Bayesian Statistics, General Statistics, Probability & Statistics, Statistical Analysis, Probability Distribution, Bayesian Network, R Programming, Statistical Programming, Statistical Tests
3.8
Rating, 3.8 out of 5 stars
793 reviews
Intermediate · Course · 1 - 3 Months
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
University of Illinois at Urbana-Champaign
Master of Computer Science (feat. Data Science Track)
Earn a degree
Degree · 1 - 4 Years
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, System Programming, Software Framework, Software Testing, Collaboration, Leadership and Management, Linux, Data Analysis, Mergers & Acquisitions, Python Programming
4.6
Rating, 4.6 out of 5 stars
43K reviews
Beginner · Specialization · 3 - 6 Months
IBM
Introduction to Data Analytics
Skills you'll gain: Data Analysis, Databases, Python Programming, SQL, Data Management, Data Mining, Data Science, Data Visualization, NoSQL, R Programming, Big Data, Microsoft Excel
4.8
Rating, 4.8 out of 5 stars
17K reviews
Beginner · Course · 1 - 3 Months
University of Maryland Global Campus
Bachelor of Science in Cybersecurity Technology
Earn a degree
Degree · 1 - 4 Years
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, Software Framework, System Programming, 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
4.3K reviews
Beginner · Professional Certificate · 3 - 6 Months
IBM
Business Intelligence (BI) Essentials
Skills you'll gain: Databases, Python Programming, SQL, Data Management, Data Mining, Data Visualization, Data Warehousing, NoSQL, R Programming, Business Intelligence, Data Analysis
4.7
Rating, 4.7 out of 5 stars
188 reviews
Beginner · Course · 1 - 3 Months
Google
تحليلات البيانات من Google
Skills you'll gain: Computer Programming, Problem Solving, Python Programming, Programming Principles, Computer Programming Tools, Algebra, Computational Thinking, Exploratory Data Analysis, Mathematics, Data Analysis, Process Analysis, Differential Equations, Theoretical Computer Science, Critical Thinking, Data Analysis Software, Data Visualization, Databases, Decision Making, People Analysis, SQL, Communication
4.7
Rating, 4.7 out of 5 stars
281 reviews
Beginner · Professional Certificate · 3 - 6 Months
Meta
التسويق عبر وسائل التواصل الاجتماعي على فيسبوك
Skills you'll gain: Social Media, Marketing, Programming Principles, Advertising, Algebra, Calculus, Computer Programming, Mathematics, Computer Programming Tools, Marketing Management, Theoretical Computer Science, Algorithms, Communication, Computational Logic, Differential Equations, Digital Marketing, Mathematical Theory & Analysis, Python Programming, Customer Relationship Management, Product Marketing, Brand Management
4.8
Rating, 4.8 out of 5 stars
191 reviews
Beginner · Professional Certificate · 3 - 6 Months