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(1,515)

Data Science(1,316)

Information Technology(1,041)

Business(846)

Language
Required

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

English(5,402)

Spanish(2,353)

French(2,157)

Portuguese (Brazil)(2,149)

Learning Product
Required

Guided Projects(418)

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

Courses(4,761)

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

Projects(119)

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

Specializations(676)

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

Professional Certificates(93)

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(2,810)

Intermediate(2,489)

Advanced(334)

Mixed(434)

Duration
Required

Less Than 2 Hours(537)

1-4 Weeks(2,617)

1-3 Months(2,245)

3-6 Months(660)

6-12 Months(26)

1-4 Years(34)

Skills
Required

Generative AI(706)

Artificial Intelligence(701)

Machine Learning(687)

Applied Machine Learning(646)

Subtitles
Required

English(5,685)

Spanish(2,557)

French(2,371)

Arabic(2,302)

Educator
Required

Packt(711)

Google Cloud(463)

Coursera Project Network(405)

Coursera Instructor Network(243)

Results for "advanced machine learning"

Status: New
Packt
The Freelance Stack: Real project with NextJS and Strapi
Skills you'll gain: Application Deployment, Figma (Design Software), Full-Stack Web Development, React.js, JavaScript Frameworks, Content Management Systems, Cascading Style Sheets (CSS), Front-End Web Development, UI/UX Strategy, UI Components, Responsive Web Design, Amazon S3, Data Migration
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Hands-on with Cisco Modeling Labs 2 (CML2)
Skills you'll gain: VMware ESX Servers, Virtual Local Area Network (VLAN), Network Model, Software Installation, Command-Line Interface, Network Routers, Virtualization, Network Troubleshooting, Local Area Networks, Virtual Environment, General Networking, System Configuration, Simulations, Remote Access Systems, Application Programming Interface (API), System Requirements, Graphical Tools
Intermediate · Course · 1 - 4 Weeks
Status: Free Trial
Google Cloud
Geliştiriciler İçin Sorumlu Yapay Zeka: Adalet ve Önyargı
Skills you'll gain: Data Ethics, Google Cloud Platform, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Validation, Data Quality, Data Analysis
Intermediate · Course · 1 - 4 Weeks
Google Cloud
Creating BigQuery Datasets, Visualizing Insights - Français
Skills you'll gain: Dashboard, Data Visualization Software, SQL, Big Data, Data Import/Export, Data Storage, Database Management Systems, Data Analysis, Google Cloud Platform, Data Management
Beginner · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
OOP concepts, Collections and Data Structures
Skills you'll gain: Java, Object Oriented Programming (OOP), Computer Programming, Data Structures, Programming Principles, Debugging
Intermediate · Course · 1 - 4 Weeks
Status: New
Packt
Automating Image Creation with HashiCorp Packer for DevOps
Skills you'll gain: Infrastructure as Code (IaC), Terraform, Debugging, CI/CD, GitLab, Containerization, Ansible, Devops Tools, Multi-Cloud, Cloud Platforms, Amazon Web Services, Software Installation, Configuration Management, Command-Line Interface
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Shiny for Python Ultimate - Web Development with Python
Skills you'll gain: User Interface (UI), Data Visualization Software, Interactive Data Visualization, UI/UX Strategy, Application Deployment, Web Applications, Data Analysis, Front-End Web Development, Back-End Web Development, Dashboard, Spatial Data Analysis, Web Development, Application Development, Development Environment
Intermediate · Course · 1 - 3 Months
Status: New
Packt
Developing RAG Apps with LlamaIndex and JS
Skills you'll gain: Full-Stack Web Development, JavaScript Frameworks, Node.JS, Application Development, Data Maintenance, Restful API, Web Applications, Development Environment, Large Language Modeling, OpenAI, Generative AI, API Design, Application Deployment, Data Storage, Artificial Intelligence
Intermediate · Course · 1 - 3 Months
Status: New
Status: Free Trial
Packt
Java Control Flow, IDE, and Object-Oriented Programming
Skills you'll gain: IntelliJ IDEA, Integrated Development Environments, Java Programming, Java, Development Environment, Debugging, Program Development, Object Oriented Programming (OOP)
Beginner · Course · 1 - 4 Weeks
Status: New
Politecnico di Milano
Le Derivate: come si calcolano
Skills you'll gain: Calculus, Applied Mathematics, Derivatives, Algebra, Mathematical Theory & Analysis, Geometry, Graphical Tools, Graphing
Intermediate · Course · 1 - 3 Months
Google Cloud
Applying Machine Learning to Your Data with GC - Português
Skills you'll gain: Google Cloud Platform, Applied Machine Learning, Machine Learning, Big Data, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Natural Language Processing, Image Analysis, Application Programming Interface (API), Performance Metric
Beginner · Course · 1 - 3 Months
Status: New
Board Infinity
Advanced Hibernate Techniques
Skills you'll gain: Model View Controller, Spring Framework, Java Platform Enterprise Edition (J2EE), Web Applications, Software Architecture, Enterprise Application Management, Data Validation, Data Management
Intermediate · Course · 1 - 4 Weeks