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 do I need to already have, before starting to learn advanced machine learning?

Before starting to learn advanced machine learning, it is 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. Many learners will want to start with the fundamentals of machine learning before taking advanced classes.

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Advanced Machine Learning

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156 results for "advanced machine learning"

DeepLearning.AI
TensorFlow: Advanced Techniques
Skills you'll gain: Applied Machine Learning, Artificial Neural Networks, Computer Architecture, Computer Graphic Techniques, Computer Graphics, Computer Programming, Computer Vision, Deep Learning, Distributed Computing Architecture, Machine Learning, Machine Learning Algorithms, Mathematics, Modeling, Object Detection, Python Programming, Statistical Programming, Tensorflow
4.8
(1k reviews)
Intermediate · Specialization · 3+ Months
University of Minnesota
Recommender Systems
Skills you'll gain: Algorithms, Applied Machine Learning, Basic Descriptive Statistics, Business Analysis, Change Management, Communication, Computer Programming, Data Analysis, Data Analysis Software, Digital Marketing, Experiment, General Statistics, Human Computer Interaction, Java Programming, Leadership and Management, Linear Algebra, Machine Learning, Marketing, Mathematics, Mobile Development, Probability & Statistics, Spreadsheet Software, Statistical Programming, Strategy and Operations, Theoretical Computer Science
4.3
(764 reviews)
Intermediate · Specialization · 3+ Months
Johns Hopkins University
Data Science: Foundations using R
Skills you'll gain: Analysis, Application Development, Business Analysis, Computer Programming, Data Analysis, Data Management, Data Visualization, Exploratory Data Analysis, Extract, Transform, Load, Knitr, Probability & Statistics, R Programming, Rstudio, Software Engineering Tools, Statistical Programming
4.6
(46.4k reviews)
Beginner · Specialization · 3+ Months
New York Institute of Finance
Machine Learning for Trading
Skills you'll gain: Accounting, Artificial Neural Networks, Business Analysis, Cloud Computing, Computer Programming, Data Analysis, Finance, Financial Analysis, General Statistics, Investment Management, Machine Learning, Mathematics, Probability & Statistics, Python Programming, Reinforcement Learning, Statistical Programming, Trading
3.9
(931 reviews)
Intermediate · Specialization · 1-3 Months
Johns Hopkins University
Data Science: Statistics and Machine Learning
Skills you'll gain: Analysis, Business Analysis, Data Analysis, Data Visualization, Econometrics, Experiment, General Statistics, Hypothesis, Machine Learning, Machine Learning Algorithms, Mathematics, Natural Language Processing, Plot (Graphics), Probability & Statistics, R Programming, Regression, Regression Analysis, Statistical Analysis, Statistical Hypothesis Testing, Statistical Programming, Theoretical Computer Science
4.4
(7k reviews)
Intermediate · Specialization · 3+ Months

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

Build Basic Generative Adversarial Networks (GANs): DeepLearning.AI
Build Better Generative Adversarial Networks (GANs): DeepLearning.AI
Apply Generative Adversarial Networks (GANs): DeepLearning.AI
Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
Using R for Regression and Machine Learning in Investment: Sungkyunkwan University
Using Machine Learning in Trading and Finance: New York Institute of Finance
TensorFlow: Advanced Techniques: DeepLearning.AI
Recommender Systems: University of Minnesota
Statistics for Machine Learning for Investment Professionals: CFA Institute
Data Science: Foundations using R: Johns Hopkins University

Frequently Asked Questions about 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.‎
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.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Filter by

156 results for "advanced machine learning"

Build Basic Generative Adversarial Networks (GANs)

Build Better Generative Adversarial Networks (GANs)

Apply Generative Adversarial Networks (GANs)

Build Decision Trees, SVMs, and Artificial Neural Networks

Using R for Regression and Machine Learning in Investment

Using Machine Learning in Trading and Finance

TensorFlow: Advanced Techniques

Recommender Systems

Statistics for Machine Learning for Investment Professionals

Data Science: Foundations using R

Machine Learning for Trading

Data Science: Statistics and Machine Learning

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 do I need to already have, before starting to learn advanced machine learning?‎

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156 results for "advanced machine learning"

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 do I need to already have, before starting to learn advanced machine learning?‎

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Earn a degree or certificate online

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