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(1,386)

Data Science(1,214)

Information Technology(974)

Business(817)

Language
Required

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

English(5,072)

Spanish(2,403)

French(2,228)

Portuguese (Brazil)(2,212)

Learning Product
Required

Guided Projects(414)

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

Courses(4,491)

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

Projects(133)

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

Specializations(638)

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

Professional Certificates(79)

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(31)

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(2)

Graduate level learning within reach.

Level
Required

Beginner(2,690)

Intermediate(2,295)

Advanced(324)

Mixed(446)

Duration
Required

Less Than 2 Hours(547)

1-4 Weeks(2,455)

1-3 Months(2,143)

3-6 Months(609)

6-12 Months(27)

1-4 Years(31)

Skills
Required

Machine Learning(842)

Artificial Intelligence(774)

Applied Machine Learning(646)

Generative AI(622)

Subtitles
Required

English(5,364)

Spanish(2,573)

French(2,411)

Portuguese (Brazil)(2,339)

Educator
Required

Packt(551)

Google Cloud(483)

Coursera Project Network(405)

University of Colorado Boulder(202)

Results for "advanced machine learning"

University of Michigan
Master of Applied Data Science
Skills you'll gain: Data Ethics, Database Design, Reinforcement Learning, Supervised Learning, Data Visualization, Experimentation, PySpark, Interactive Data Visualization, Generative AI, Pandas (Python Package), Network Analysis, Deep Learning, Cloud Services, Applied Machine Learning, Natural Language Processing, JSON, Data Mining, Qualitative Research, Statistical Visualization, Data Manipulation
Earn a degree
Degree · 1 - 4 Years
Packt
Visual Design of UI & Backends with AWS Amplify Studio
Skills you'll gain: UI Components, Full-Stack Web Development, Application Deployment, Development Environment, Authentications, Figma (Design Software), File Management, Amazon Web Services, Cloud Applications, Application Development, Authorization (Computing), React.js, Cloud Hosting, User Interface (UI) Design, Data Modeling
Intermediate · Course · 3 - 6 Months
Packt
Introduction to AWS Pentesting
Skills you'll gain: AWS Identity and Access Management (IAM), Cloud Security, Amazon Web Services, Identity and Access Management, Penetration Testing, Security Testing, Amazon Elastic Compute Cloud, Vulnerability Assessments, Amazon S3, Application Programming Interface (API), Command-Line Interface
Intermediate · Course · 1 - 4 Weeks
Packt
AJAX Authentication and Cross-Origin Requests
Skills you'll gain: Apache, Ajax, Web Servers, Authentications, Server Side, Web Applications, Application Security, Back-End Web Development, Web Development Tools, Javascript
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
Intermediate · Course · 1 - 3 Months
Google Cloud
Vector Search ve Yerleştirilmiş Öğeler
Skills you'll gain: API Gateway, Google Cloud Platform, Natural Language Processing, Applied Machine Learning, Artificial Intelligence, Unstructured Data
Intermediate · Course · 1 - 4 Weeks
DeepLearning.AI
Data I/O and Preprocessing with Python and SQL
Skills you'll gain: Web Scraping, Data Manipulation, JSON, Data Cleansing, Data Processing, SQL, Pandas (Python Package), Databases, Data Transformation, Data Integration, Relational Databases, Data Ethics, Text Mining, Real Time Data, Application Programming Interface (API), Python Programming
Beginner · Course · 1 - 4 Weeks
Google Cloud
Vector Search and Embeddings - 简体中文
Skills you'll gain: Google Cloud Platform, Natural Language Processing, Cloud API, Artificial Intelligence and Machine Learning (AI/ML), API Design, Information Architecture, Applied Machine Learning, Unstructured Data, Cloud Computing
Intermediate · Course · 1 - 4 Weeks
Google Cloud
MLOps with Vertex AI: Model Evaluation - 日本語版
Skills you'll gain: Generative AI, Continuous Monitoring, MLOps (Machine Learning Operations), Google Cloud Platform, Data Validation, Data Quality, Predictive Modeling, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Introduction to Vertex AI Studio - Deutsch
Skills you'll gain: Generative AI, Artificial Intelligence, Google Cloud Platform, Artificial Intelligence and Machine Learning (AI/ML), Performance Tuning
Beginner · Course · 1 - 4 Weeks
Google Cloud
Work with Gemini Models in BigQuery - 日本語版
Skills you'll gain: Customer Relationship Management, Google Cloud Platform, Generative AI, Applied Machine Learning, Big Data, Predictive Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), SQL, Machine Learning, Data Analysis
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Responsible AI for Developers: Privacy & Safety - 简体中文
Skills you'll gain: Information Privacy, Cloud Security, Personally Identifiable Information, Google Cloud Platform, Data Security, Open Web Application Security Project (OWASP), Security Controls, Artificial Intelligence, Machine Learning
Intermediate · Course · 1 - 3 Months