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

Filter by

Subject

Required

Computer Science(1,144)

Data Science(1,111)

Business(727)

Information Technology(626)

Language

Required

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

English(4,287)

Spanish(2,155)

Arabic(2,060)

French(2,059)

Learning Product

Required

Guided Projects(402)

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

Courses(3,547)

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

Projects(95)

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

Specializations(518)

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

Professional Certificates(104)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(4)

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

Degrees(40)

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

Graduate Certificates(18)

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

University Certificates(3)

Graduate level learning within reach.

Level

Required

Beginner(2,288)

Intermediate(1,760)

Advanced(251)

Mixed(367)

Duration

Required

Less Than 2 Hours(497)

1-4 Weeks(1,879)

1-3 Months(1,731)

3-6 Months(553)

6-12 Months(25)

1-4 Years(40)

Skills

Required

Python Programming(646)

Machine Learning(580)

Data Analysis(503)

Computer Programming(498)

Subtitles

Required

English(4,453)

Spanish(2,257)

French(2,178)

Arabic(2,152)

Educator

Required

Coursera Project Network(390)

Packt(352)

Google Cloud(291)

University of Colorado Boulder(159)

Results for "advanced machine learning"

University of Illinois Urbana-Champaign
Accounting Data Analytics with Python
Skills you'll gain: Python Programming, Statistical Programming, Computer Programming, Data Structures, Data Visualization, Databases, Plot (Graphics), Probability & Statistics, Regression, SQL
Build toward a degree
4.4
Rating, 4.4 out of 5 stars
97 reviews
Intermediate · Course · 1 - 3 Months
Status: Free
Deep Teaching Solutions
Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]
Skills you'll gain: Human Learning, Planning
4.9
Rating, 4.9 out of 5 stars
4K reviews
Beginner · Course · 1 - 3 Months
Coursera Project Network
Créer du contenu e-learning pour vos étudiants avec Canva
Beginner · Guided Project · Less Than 2 Hours
Meta
مطوّر الواجهة الخلفية من Meta
4.5
Rating, 4.5 out of 5 stars
15 reviews
Beginner · Professional Certificate · 3 - 6 Months
Packt
Intermediate Selenium WebDriver and Automation
Intermediate · Course · 1 - 3 Months
University of California, Irvine
Advanced Speaking and Listening Project
4.7
Rating, 4.7 out of 5 stars
44 reviews
Intermediate · Course · 1 - 3 Months
Universidad de los Andes
Introducción al deep learning contemporáneo
Build toward a degree
4.5
Rating, 4.5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Packt
CCNA v1.1 (200-301) Video Training Series
Beginner · Specialization · 3 - 6 Months
University of Illinois Urbana-Champaign
Advanced Financial Reporting: Accounting for Business Combinations and Preparation of Consolidated Financial Statements
Skills you'll gain: Financial Accounting, Generally Accepted Accounting Principles (GAAP), Finance, Mergers & Acquisitions
Build toward a degree
4.7
Rating, 4.7 out of 5 stars
194 reviews
Advanced · Course · 1 - 3 Months
Coursera Project Network
Deep Learning with PyTorch : Generative Adversarial Network
Skills you'll gain: Deep Learning, Python Programming
4.5
Rating, 4.5 out of 5 stars
77 reviews
Intermediate · Guided Project · Less Than 2 Hours
Codio
Bash Scripting and System Configuration
3.3
Rating, 3.3 out of 5 stars
9 reviews
Beginner · Course · 1 - 4 Weeks
EDHEC Business School
Introduction to Portfolio Construction and Analysis with Python
Skills you'll gain: Finance, Investment Management, Python Programming, Risk Management
4.8
Rating, 4.8 out of 5 stars
1.4K reviews
Mixed · Course · 1 - 4 Weeks

Searches related to advanced machine learning

advanced machine learning algorithms

advanced machine learning on google cloud

advanced machine learning and deep learning

prerequisites and advanced machine learning for nlp

advanced methods in machine learning applications

advanced ai and machine learning techniques and capstone

1…97 98 99…395

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

Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]: Deep Teaching Solutions
Créer du contenu e-learning pour vos étudiants avec Canva: Coursera Project Network
مطوّر الواجهة الخلفية من Meta: Meta
Intermediate Selenium WebDriver and Automation: Packt
Advanced Speaking and Listening Project: University of California, Irvine
Introducción al deep learning contemporáneo: Universidad de los Andes
CCNA v1.1 (200-301) Video Training Series: Packt
Advanced Financial Reporting: Accounting for Business Combinations and Preparation of Consolidated Financial Statements: University of Illinois Urbana-Champaign
Deep Learning with PyTorch : Generative Adversarial Network: Coursera Project Network

Filter by

Results for "advanced machine learning"

Accounting Data Analytics with Python

Aprendendo a aprender: ferramentas mentais poderosas para ajudá-lo a dominar assuntos difíceis (em Português) [Learning How to Learn]

Créer du contenu e-learning pour vos étudiants avec Canva

مطوّر الواجهة الخلفية من Meta

Intermediate Selenium WebDriver and Automation

Advanced Speaking and Listening Project

Introducción al deep learning contemporáneo

CCNA v1.1 (200-301) Video Training Series

Advanced Financial Reporting: Accounting for Business Combinations and Preparation of Consolidated Financial Statements

Deep Learning with PyTorch : Generative Adversarial Network

Bash Scripting and System Configuration

Introduction to Portfolio Construction and Analysis with Python

Searches related to advanced machine learning

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

Frequently Asked Questions about Advanced Machine Learning

What is advanced machine learning?‎

What are typical careers that use advanced machine learning?‎

How can online courses help me learn advanced machine learning?‎

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

Other topics to explore