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(1,459)

Data Science(1,275)

Information Technology(1,040)

Business(844)

Language
Required

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

English(5,330)

Spanish(2,411)

French(2,233)

Portuguese (Brazil)(2,217)

Learning Product
Required

Guided Projects(421)

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

Courses(4,720)

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

Projects(130)

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

Specializations(669)

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

Professional Certificates(81)

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(2,801)

Intermediate(2,433)

Advanced(335)

Mixed(452)

Duration
Required

Less Than 2 Hours(551)

1-4 Weeks(2,582)

1-3 Months(2,250)

3-6 Months(636)

6-12 Months(26)

1-4 Years(34)

Skills
Required

Machine Learning(857)

Artificial Intelligence(844)

Generative AI(694)

Applied Machine Learning(655)

Subtitles
Required

English(5,621)

Spanish(2,592)

French(2,424)

Portuguese (Brazil)(2,353)

Educator
Required

Packt(655)

Google Cloud(490)

Coursera Project Network(412)

Coursera Instructor Network(224)

Results for "advanced machine learning"

Packt
Git Essentials for Beginners
Skills you'll gain: Git (Version Control System), Version Control, GitHub, Software Versioning, Software Development Tools, Software Configuration Management, Command-Line Interface, Linux Commands, Mac OS
Beginner · Course · 3 - 6 Months
Coursera Project Network
Material Design 3 for Beginners : Customizing Components
Skills you'll gain: Figma (Design Software), User Experience Design, Design, Design Elements And Principles, Style Guides, Typography, Color Theory
Intermediate · Guided Project · Less Than 2 Hours
Status: New
Board Infinity
Mastering iOS Development: Swift, SwiftUI, and Beyond
Skills you'll gain: Apple iOS, Swift Programming, Apple Xcode, Core Data (Software), Mobile Development, User Interface (UI), Debugging, Application Programming Interface (API), UI Components, Application Development, Data Management, Programming Principles, Data Storage, Restful API, Authentications, Data Structures
Beginner · Course · 1 - 4 Weeks
Status: New
University of Maryland, College Park
AI Empowerment for Small Businesses
Skills you'll gain: Generative AI, Data Ethics, Small Business Accounting, Artificial Intelligence, Personally Identifiable Information, Law, Regulation, and Compliance, Program Implementation, Information Privacy, Plan Execution, Predictive Analytics, Business Intelligence, Business Process Automation, Innovation, Governance, Forecasting, Artificial Intelligence and Machine Learning (AI/ML), Business Solutions, Business Ethics, Automation, Business Technologies
Beginner · Course · 1 - 3 Months
Google Cloud
Configuring MongoDB Atlas with BigQuery Dataflow Templates
Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Big Data, Data Integration, Data Migration
Intermediate · Project · Less Than 2 Hours
Packt
Core Game Setup and Basic Horror Mechanics
Skills you'll gain: Prototyping, Virtual Reality, User Interface (UI), Augmented and Virtual Reality (AR/VR), Usability, Human Computer Interaction, Interaction Design
Beginner · Course · 1 - 4 Weeks
Status: New
L&T EduTech
Highway Planning, Pavement Design and Construction
Skills you'll gain: Construction Engineering, Construction Management, Civil Engineering, Verification And Validation, Structural Engineering, Engineering Practices, Hydraulics, Structural Analysis, Engineering Plans And Specifications, Failure Analysis, Engineering Software, Engineering Design Process, Plant Operations and Management, Product Testing, Engineering Calculations, Engineering Analysis, Geographic Information Systems, Technical Standard, Survey Creation, Design
Advanced · Specialization · 3 - 6 Months
Scrimba
JavaScript Interview Prep: Explain Hoisting, Scope, Arrow Functions, Fetch
Skills you'll gain: Ajax, Javascript, JSON, Restful API
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
تصميم نظام تكنولوجيا المعلومات على Azure:إنشاء بنية تحتية
Skills you'll gain: Cloud Hosting, Cloud Infrastructure, Microsoft Azure, Cloud Platforms, Infrastructure As A Service (IaaS), IT Infrastructure, Cloud Computing, Virtual Machines, Virtualization, Network Infrastructure
Intermediate · Course · 1 - 4 Weeks
Status: New
Microsoft
Data Analysis and Visualization with Copilot in Excel
Skills you'll gain: Microsoft Excel, Dashboard, Data Visualization Software, Data Storytelling, Pivot Tables And Charts, Excel Formulas, Predictive Modeling, Statistical Reporting, Data Analysis, Data Manipulation, Forecasting, Natural Language Processing, Generative AI
Beginner · Course · 1 - 3 Months
Status: New
Packt
Ansible and Ansible-Playbooks for Automation
Skills you'll gain: Ansible, IT Automation, Infrastructure as Code (IaC), Devops Tools, Linux Commands, Red Hat Enterprise Linux, Automation, Debugging, YAML, Scripting, Security Controls, Unix Commands, Command-Line Interface, Encryption, Amazon Web Services, Package and Software Management, Software Installation, Configuration Management, File Management
Intermediate · Course · 3 - 6 Months
Status: New
Status: Free
Coursera Instructor Network
GenAI for Prototyping Basics
Skills you'll gain: Prototyping, Functional Design, Generative AI, Artificial Intelligence, Mockups, ChatGPT, Design, Usability, Conceptual Design, Canva (Software), Wireframing
Beginner · Course · 1 - 4 Weeks

Searches related to advanced machine learning

advanced machine learning algorithms

advanced machine learning and deep learning

advanced machine learning on google cloud

prerequisites and advanced machine learning for nlp

advanced ai and machine learning techniques and capstone

advanced methods in machine learning applications

1…464 465 466…507

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

Git Essentials for Beginners: Packt
Material Design 3 for Beginners : Customizing Components: Coursera Project Network
Mastering iOS Development: Swift, SwiftUI, and Beyond: Board Infinity
AI Empowerment for Small Businesses: University of Maryland, College Park
Configuring MongoDB Atlas with BigQuery Dataflow Templates: Google Cloud
Core Game Setup and Basic Horror Mechanics: Packt
Highway Planning, Pavement Design and Construction: L&T EduTech
JavaScript Interview Prep: Explain Hoisting, Scope, Arrow Functions, Fetch: Scrimba
تصميم نظام تكنولوجيا المعلومات على Azure:إنشاء بنية تحتية: Coursera Project Network
Data Analysis and Visualization with Copilot in Excel: Microsoft