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(1,137)

Data Science(1,105)

Business(712)

Information Technology(621)

Language

Required

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

English(4,264)

Spanish(2,158)

French(2,065)

Arabic(2,064)

Learning Product

Required

Guided Projects(399)

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

Courses(3,527)

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(516)

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

Professional Certificates(100)

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(2,281)

Intermediate(1,742)

Advanced(248)

Mixed(366)

Duration

Required

Less Than 2 Hours(494)

1-4 Weeks(1,864)

1-3 Months(1,725)

3-6 Months(545)

6-12 Months(25)

1-4 Years(40)

Skills

Required

Python Programming(634)

Machine Learning(578)

Data Analysis(503)

Computer Programming(498)

Subtitles

Required

English(4,427)

Spanish(2,256)

French(2,179)

Arabic(2,151)

Educator

Required

Coursera Project Network(387)

Packt(352)

Google Cloud(291)

University of Colorado Boulder(159)

Results for "advanced machine learning"

Politecnico di Milano
Artificial Intelligence: An Overview
Skills you'll gain: Machine Learning, Human Computer Interaction, Algorithms, Computational Thinking, Human Learning, Machine Learning Algorithms, Strategy, Planning
4.5
Rating, 4.5 out of 5 stars
127 reviews
Beginner · Course · 1 - 3 Months
University of Toronto
Self-Driving Cars
Skills you'll gain: Algorithms, Machine Learning, Python Programming, Computer Programming, Mathematics, Theoretical Computer Science, Estimation, Mathematical Theory & Analysis, Applied Machine Learning, Computer Vision, Probability & Statistics, Software Engineering, Computer Programming Tools, Critical Thinking, Problem Solving, Strategy and Operations, Systems Design, General Statistics, Linear Algebra, Probability Distribution, Regression, Artificial Neural Networks, Planning
4.7
Rating, 4.7 out of 5 stars
3.4K reviews
Advanced · Specialization · 3 - 6 Months
Status: Free
Columbia University
Digital Case Method
Beginner · Course · 1 - 4 Weeks
University of California, Santa Cruz
Bayesian Statistics
Skills you'll gain: Probability & Statistics, Bayesian Statistics, Probability Distribution, General Statistics, Statistical Analysis, R Programming, Statistical Programming, Mathematics, Regression, Data Analysis, Estimation, Machine Learning, Markov Model, Forecasting
4.6
Rating, 4.6 out of 5 stars
3.4K reviews
Intermediate · Specialization · 3 - 6 Months
Google Cloud
Migrating to AlloyDB from PostgreSQL Using Database Migration Service
Skills you'll gain: PostgreSQL
Beginner · Project · Less Than 2 Hours
University of California San Diego
Teaching Impacts of Technology: Relationships
Skills you'll gain: Leadership and Management
Beginner · Course · 1 - 3 Months
Packt
Fundamentals of Unity Android Game Development
Beginner · Course · 1 - 3 Months
Status: Free
Tinder
Let's Talk Consent
Skills you'll gain: Communication
Beginner · Course · 1 - 4 Weeks
Codio
Visualizing & Communicating Results in Python with Jupyter
Skills you'll gain: Basic Descriptive Statistics, Data Analysis, Data Science, Data Visualization, Data Visualization Software, Python Programming
Beginner · Course · 1 - 3 Months
Peking University
Management Communication 管理沟通
Skills you'll gain: Leadership and Management, Communication
2.8
Rating, 2.8 out of 5 stars
6 reviews
Mixed · Course · 1 - 3 Months
Edureka
Power BI for Data Science and Analytics
Skills you'll gain: Machine Learning
Intermediate · Course · 1 - 4 Weeks
Coursera Project Network
Creating a Quiz Game using Vanilla JavaScript
Skills you'll gain: Javascript, Software Engineering, Web Development
4.9
Rating, 4.9 out of 5 stars
10 reviews
Beginner · Guided Project · Less Than 2 Hours

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 ai and machine learning techniques and capstone

advanced methods in machine learning applications

1…294 295 296…392

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

Artificial Intelligence: An Overview: Politecnico di Milano
Self-Driving Cars: University of Toronto
Digital Case Method: Columbia University
Bayesian Statistics: University of California, Santa Cruz
Migrating to AlloyDB from PostgreSQL Using Database Migration Service: Google Cloud
Teaching Impacts of Technology: Relationships: University of California San Diego
Fundamentals of Unity Android Game Development: Packt
Let's Talk Consent: Tinder
Visualizing & Communicating Results in Python with Jupyter: Codio
Management Communication 管理沟通: Peking University

Filter by

Results for "advanced machine learning"

Artificial Intelligence: An Overview

Self-Driving Cars

Digital Case Method

Bayesian Statistics

Migrating to AlloyDB from PostgreSQL Using Database Migration Service

Teaching Impacts of Technology: Relationships

Fundamentals of Unity Android Game Development

Let's Talk Consent

Visualizing & Communicating Results in Python with Jupyter

Management Communication 管理沟通

Power BI for Data Science and Analytics

Creating a Quiz Game using Vanilla JavaScript

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