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

Skip to search results

Filter by

Subject
Required

Computer Science(1,508)

Data Science(1,314)

Information Technology(1,036)

Business(838)

Language
Required

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

English(5,369)

Spanish(2,354)

French(2,156)

Portuguese (Brazil)(2,148)

Learning Product
Required

Guided Projects(418)

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

Courses(4,736)

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

Projects(120)

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

Specializations(670)

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

Professional Certificates(91)

Earn career credentials from industry leaders that demonstrate your expertise.

MasterTrack® Certificates(6)

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

Degrees(34)

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

Postgraduate Diploma(1)

Complete graduate-level learning without committing to a full degree program.

Graduate Certificates(18)

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

University Certificates(1)

Graduate level learning within reach.

Level
Required

Beginner(2,791)

Intermediate(2,472)

Advanced(337)

Mixed(435)

Duration
Required

Less Than 2 Hours(538)

1-4 Weeks(2,590)

1-3 Months(2,245)

3-6 Months(654)

6-12 Months(26)

1-4 Years(34)

Skills
Required

Generative AI(697)

Artificial Intelligence(692)

Machine Learning(688)

Applied Machine Learning(642)

Subtitles
Required

English(5,653)

Spanish(2,558)

French(2,371)

Arabic(2,302)

Educator
Required

Packt(708)

Google Cloud(465)

Coursera Project Network(405)

Coursera Instructor Network(234)

Results for "advanced machine learning"

Google Cloud
Responsible AI for Developers: Interpretability & Transparency - Polski
Skills you'll gain: Artificial Intelligence, Data Ethics, Data Analysis, Software Visualization, Exploratory Data Analysis, Technical Documentation, Applied Machine Learning, Machine Learning Methods, Machine Learning
Intermediate · Course · 1 - 4 Weeks
Status: New
Whizlabs
AWS: Management and Governance
Skills you'll gain: Amazon CloudWatch, AWS CloudFormation, Cloud Management, Infrastructure as Code (IaC), Amazon S3, Amazon Elastic Compute Cloud, AWS Identity and Access Management (IAM), Multi-Tenant Cloud Environments, System Monitoring, Configuration Management, Performance Tuning, Security Controls
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Interpretability & Transparency - 日本語版
Skills you'll gain: Data Ethics, Artificial Intelligence, Software Visualization, Data Integrity, Data Governance, Data Quality, Applied Machine Learning, Machine Learning, Technical Documentation
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - 日本語版
Skills you'll gain: Data Ethics, Google Cloud Platform, Artificial Intelligence, Open Source Technology, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Quality, Data Analysis
Intermediate · Course · 1 - 3 Months
Status: New
Google Cloud
Utiliser BigQuery Machine Learning pour l'inférence
Skills you'll gain:
Beginner · Course · 1 - 4 Weeks
University of London
Bachelor of Science in Marketing
Skills you'll gain: Process Design, Global Marketing, Consumer Behaviour, Statistical Analysis, Organizational Change, Integrated Marketing Communications, Advertising, Innovation, Mergers & Acquisitions, Supply Chain Management, Training and Development, Virtual Teams, Diversity and Inclusion, Databases, Cost Accounting, International Finance, Research, Branding, Economic Development, Cultural Diversity
Earn a degree
Degree · 1 - 4 Years
Google Cloud
Vector Search and Embeddings - Français
Skills you'll gain: Large Language Modeling, Google Cloud Platform, Natural Language Processing, Text Mining, Applied Machine Learning
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Fairness & Bias - Українська
Skills you'll gain: Data Ethics, Artificial Intelligence, Google Cloud Platform, Tensorflow, Applied Machine Learning, Data Validation
Intermediate · Course · 1 - 3 Months
Microsoft
SQL Foundations
Skills you'll gain: Microsoft SQL Servers, SQL, Transact-SQL, Data Transformation, Relational Databases, Data Manipulation, Databases, Database Management, Microsoft Copilot, Generative AI, Data Analysis
Beginner · Course · 1 - 4 Weeks
Illinois Institute of Technology
Master of Data Science
Skills you'll gain:
Earn a degree
Degree · 1 - 4 Years
University of North Texas
Bachelor of Science in General Business
Skills you'll gain: Operations Management, Mediation, Compensation and Benefits, Integrated Marketing Communications, Organizational Change, Event Management, Grammar, Sales Process, Data Mining, Data Visualization, Design Thinking, Global Marketing, Probability & Statistics, Cultural Diversity, Digital Media Strategy, Organizational Leadership, Political Sciences, Social Justice, Music History, Sociology
Earn a degree
Degree · 1 - 4 Years
Microsoft
Exploratory Data Analysis and Visualization
Skills you'll gain:
Beginner · Course

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…503 504 505…508

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

Responsible AI for Developers: Interpretability & Transparency - Polski: Google Cloud
AWS: Management and Governance: Whizlabs
Responsible AI for Developers: Interpretability & Transparency - 日本語版: Google Cloud
Responsible AI for Developers: Fairness & Bias - 日本語版: Google Cloud
Utiliser BigQuery Machine Learning pour l'inférence: Google Cloud
Bachelor of Science in Marketing: University of London
Vector Search and Embeddings - Français: Google Cloud
Responsible AI for Developers: Fairness & Bias - Українська: Google Cloud
SQL Foundations: Microsoft
Master of Data Science: Illinois Institute of Technology