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(1,136)

Data Science(1,100)

Business(711)

Information Technology(620)

Language

Required

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

English(4,245)

Spanish(2,162)

French(2,068)

Arabic(2,066)

Learning Product

Required

Guided Projects(400)

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

Courses(3,518)

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(511)

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

Professional Certificates(101)

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(2,273)

Intermediate(1,736)

Advanced(246)

Mixed(370)

Duration

Required

Less Than 2 Hours(495)

1-4 Weeks(1,860)

1-3 Months(1,712)

3-6 Months(546)

6-12 Months(25)

1-4 Years(40)

Skills

Required

Python Programming(637)

Machine Learning(580)

Computer Programming(502)

Data Analysis(491)

Subtitles

Required

English(4,410)

Spanish(2,259)

French(2,181)

Arabic(2,154)

Educator

Required

Coursera Project Network(388)

Packt(352)

Google Cloud(289)

University of Colorado Boulder(156)

Results for "advanced machine learning"

Status: Free
DeepLearning.AI
Functions, Tools and Agents with LangChain
Skills you'll gain: Python Programming
4.7
Rating, 4.7 out of 5 stars
56 reviews
Intermediate · Project · Less Than 2 Hours
University of Maryland, College Park
Applied Scrum for Agile Project Management
Intermediate · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
Using GenAI for Tailored Customer Emails
Intermediate · Course · 1 - 4 Weeks
University of Michigan
Programação para todos (Conceitos básicos de Python)
Skills you'll gain: Python Programming
4.9
Rating, 4.9 out of 5 stars
29 reviews
Mixed · Course · 1 - 3 Months
Universidad de los Andes
Liderazgo efectivo para el siglo XXI
Skills you'll gain: Strategy, Communication, Leadership Development, Leadership and Management, Adaptability, Persona Research, Collaboration, Critical Thinking, Emotional Intelligence, Strategy and Operations, Change Management, Human Learning, Business Psychology, Negotiation, People Analysis, Resilience, Culture, Reinforcement Learning, User Experience, Estimation, Human Computer Interaction, Social Media, Planning
4.9
Rating, 4.9 out of 5 stars
3.5K reviews
Intermediate · Specialization · 3 - 6 Months
Status: Free
University of Copenhagen
Business Models for Innovative Care for Older People
Skills you'll gain: Innovation, Entrepreneurship, Design and Product, Human Learning, Research and Design, Leadership and Management
4.5
Rating, 4.5 out of 5 stars
225 reviews
Intermediate · Course · 1 - 3 Months
Infosec
Defensive Python
Skills you'll gain: Python Programming
4.6
Rating, 4.6 out of 5 stars
27 reviews
Mixed · Course · 1 - 4 Weeks
Coursera Project Network
Create a Tic-Tac-Toe game in Python
Skills you'll gain: Python Programming
4.6
Rating, 4.6 out of 5 stars
33 reviews
Intermediate · Guided Project · Less Than 2 Hours
Microsoft
Data Storage in Microsoft Azure
Skills you'll gain: Cloud Computing, Cloud Management, Cloud Storage, Data Management, Microsoft Azure, Cloud Platforms, Databases, Cloud Engineering, Data Structures, Data Warehousing, Leadership and Management
4.3
Rating, 4.3 out of 5 stars
191 reviews
Intermediate · Course · 1 - 3 Months
Microsoft
Microsoft Azure SQL
Skills you'll gain: Cloud Computing, Cloud Infrastructure, Data Management, Database Administration, Database Application, Databases, Microsoft Azure, PostgreSQL, SQL, NoSQL
4.6
Rating, 4.6 out of 5 stars
225 reviews
Beginner · Course · 1 - 4 Weeks
Meta
Programar en Python
Skills you'll gain: Python Programming
4.9
Rating, 4.9 out of 5 stars
50 reviews
Beginner · Course · 1 - 3 Months
Universidad Nacional de Colombia
Ciencia de datos energéticos
Skills you'll gain: Python Programming
5
Rating, 5 out of 5 stars
18 reviews
Intermediate · Course · 1 - 3 Months

Searches related to advanced machine learning

advanced machine learning on google cloud

advanced machine learning algorithms

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…349 350 351…391

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

Functions, Tools and Agents with LangChain: DeepLearning.AI
Applied Scrum for Agile Project Management: University of Maryland, College Park
Using GenAI for Tailored Customer Emails: Coursera Instructor Network
Programação para todos (Conceitos básicos de Python): University of Michigan
Liderazgo efectivo para el siglo XXI: Universidad de los Andes
Business Models for Innovative Care for Older People: University of Copenhagen
Defensive Python: Infosec
Create a Tic-Tac-Toe game in Python: Coursera Project Network
Data Storage in Microsoft Azure: Microsoft
Microsoft Azure SQL: Microsoft

Filter by

Results for "advanced machine learning"

Functions, Tools and Agents with LangChain

Applied Scrum for Agile Project Management

Using GenAI for Tailored Customer Emails

Programação para todos (Conceitos básicos de Python)

Liderazgo efectivo para el siglo XXI

Business Models for Innovative Care for Older People

Defensive Python

Create a Tic-Tac-Toe game in Python

Data Storage in Microsoft Azure

Microsoft Azure SQL

Programar en Python

Ciencia de datos energéticos

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