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

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Results for "advanced machine learning"

DeepLearning.AI
Probability & Statistics for Machine Learning & Data Science
Skills you'll gain: General Statistics, Probability & Statistics, Statistical Analysis
4.6
Rating, 4.6 out of 5 stars
463 reviews
Intermediate · Course · 1 - 4 Weeks
University of Colorado Boulder
Introduction to Machine Learning: Supervised Learning
Skills you'll gain: Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Python Programming, Probability & Statistics, Statistical Programming, Regression, Data Analysis, Correlation And Dependence, Statistical Tests
Build toward a degree
3.4
Rating, 3.4 out of 5 stars
59 reviews
Intermediate · Course · 1 - 3 Months
DeepLearning.AI
Generative Deep Learning with TensorFlow
Skills you'll gain: Artificial Neural Networks, Computer Vision, Deep Learning, Machine Learning, Tensorflow, Human Learning, Machine Learning Algorithms, Applied Machine Learning, Python Programming, Dimensionality Reduction
4.9
Rating, 4.9 out of 5 stars
285 reviews
Intermediate · Course · 1 - 4 Weeks
University of Washington
Machine Teaching for Autonomous AI
Skills you'll gain: Human Learning, Critical Thinking, Machine Learning, Reinforcement Learning, Innovation
4.8
Rating, 4.8 out of 5 stars
41 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
Build a Machine Learning Web App with Streamlit and Python
Skills you'll gain: Data Science, Machine Learning, Python Programming
4.7
Rating, 4.7 out of 5 stars
399 reviews
Intermediate · Guided Project · Less Than 2 Hours
Coursera Project Network
Build your first Machine Learning Pipeline using Dataiku
Skills you'll gain: Machine Learning, Training
4.6
Rating, 4.6 out of 5 stars
52 reviews
Beginner · Guided Project · Less Than 2 Hours
Google Cloud
Bracketology with Google Machine Learning
Skills you'll gain: Machine Learning, SQL
Beginner · Project · Less Than 2 Hours
Coursera Project Network
Interpretable machine learning applications: Part 3
4.4
Rating, 4.4 out of 5 stars
17 reviews
Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Preparing for Google Cloud Certification: Machine Learning Engineer
Skills you'll gain: Machine Learning, Google Cloud Platform, Applied Machine Learning, Human Learning, Cloud Computing, Machine Learning Software, Cloud Platforms, Machine Learning Algorithms, Deep Learning, Tensorflow, Feature Engineering, Artificial Neural Networks, Training, DevOps, Exploratory Data Analysis, Python Programming, Cloud-Based Integration, Data Analysis, Data Visualization, Probability & Statistics, Statistical Programming, Big Data, Regression, Statistical Visualization, SQL, Algorithms, Continuous Integration, Cloud API, Apache, Extract, Transform, Load, Docker (Software)
4.5
Rating, 4.5 out of 5 stars
6.9K reviews
Intermediate · Professional Certificate · 3 - 6 Months
IBM
AI Workflow: Machine Learning, Visual Recognition and NLP
Skills you'll gain: Machine Learning, Natural Language Processing, Artificial Neural Networks, Data Science, Python Programming
4.4
Rating, 4.4 out of 5 stars
80 reviews
Advanced · Course · 1 - 4 Weeks
Coursera Project Network
Build a Machine Learning Image Classifier with Python
Skills you'll gain: Computer Vision, Deep Learning, Machine Learning
4.3
Rating, 4.3 out of 5 stars
7 reviews
Intermediate · Guided Project · Less Than 2 Hours
Status: Free
Karlsruhe Institute of Technology
Machine Translation
Skills you'll gain: Machine Learning, Natural Language Processing, Human Learning, Machine Learning Algorithms, Artificial Neural Networks, Statistical Machine Learning, Applied Machine Learning, Algorithms, Deep Learning
4.5
Rating, 4.5 out of 5 stars
165 reviews
Intermediate · Course · 1 - 3 Months

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1…14 15 16…395

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

Probability & Statistics for Machine Learning & Data Science: DeepLearning.AI
Introduction to Machine Learning: Supervised Learning: University of Colorado Boulder
Generative Deep Learning with TensorFlow: DeepLearning.AI
Machine Teaching for Autonomous AI: University of Washington
Build a Machine Learning Web App with Streamlit and Python: Coursera Project Network
Build your first Machine Learning Pipeline using Dataiku : Coursera Project Network
Bracketology with Google Machine Learning: Google Cloud
Interpretable machine learning applications: Part 3: Coursera Project Network
Preparing for Google Cloud Certification: Machine Learning Engineer: Google Cloud
AI Workflow: Machine Learning, Visual Recognition and NLP: IBM

Filter by

Results for "advanced machine learning"

Probability & Statistics for Machine Learning & Data Science

Introduction to Machine Learning: Supervised Learning

Generative Deep Learning with TensorFlow

Machine Teaching for Autonomous AI

Build a Machine Learning Web App with Streamlit and Python

Build your first Machine Learning Pipeline using Dataiku

Bracketology with Google Machine Learning

Interpretable machine learning applications: Part 3

Preparing for Google Cloud Certification: Machine Learning Engineer

AI Workflow: Machine Learning, Visual Recognition and NLP

Build a Machine Learning Image Classifier with Python

Machine Translation

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