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.

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Results for "advanced machine learning"

Coursera Project Network
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Intermediate · Guided Project · Less Than 2 Hours
Google Cloud
Introduction to AI and Machine Learning on GC - 简体中文
Beginner · Course · 1 - 3 Months
Status: Free
Coursera Instructor Network
GenAI for Project Managers: Scaling with GenAI
Skills you'll gain: Innovation, Project Management, Agile Project Management, Project Risk Management, Project Management Life Cycle, Generative AI, Cost Reduction, Project Planning, Resource Allocation, Process Improvement, Team Building, Operational Efficiency
4.4
Rating, 4.4 out of 5 stars
8 reviews
Intermediate · Course · 1 - 4 Weeks
SAS
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4.9
Rating, 4.9 out of 5 stars
11 reviews
Advanced · Course · 1 - 3 Months
IBM
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4.5
Rating, 4.5 out of 5 stars
21 reviews
Beginner · Course · 1 - 4 Weeks
DeepLearning.AI
Сверточные нейронные сети
Skills you'll gain: Leadership and Management, Algebra, Calculus, Mathematics, Problem Solving, Programming Principles
Intermediate · Course · 1 - 4 Weeks
Alfaisal University | KLD
موضوعات متقدمة في برنامج مايكروسوفت وورد
5
Rating, 5 out of 5 stars
6 reviews
Beginner · Course · 1 - 4 Weeks
Rice University
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Skills you'll gain: Problem Solving
Intermediate · Course · 1 - 4 Weeks
Universidad de los Andes
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Skills you'll gain: Leadership and Management, Strategy, Critical Thinking, Problem Solving
4.8
Rating, 4.8 out of 5 stars
10 reviews
Beginner · Course · 1 - 4 Weeks
Coursera Project Network
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4.9
Rating, 4.9 out of 5 stars
7 reviews
Beginner · Guided Project · Less Than 2 Hours
Status: Free
Coursera Instructor Network
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Skills you'll gain: Growth Mindedness, Empowerment, Personal Development, Emotional Intelligence, Resilience, Personal Attributes, Self-Awareness, Tenacity, Courage, Accountability, Personal Integrity, Lifelong Learning, Assertiveness, Willingness To Learn, Independent Thinking, Self-Motivation, Open Mindset, Goal Setting
Beginner · Course · 1 - 4 Weeks
IBM
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Skills you'll gain: Shell Script, File Management, User Accounts, Unix, Package and Software Management, Systems Administration, File Systems, TCP/IP, Unix Commands, System Monitoring, Scripting, Scripting Languages, Disaster Recovery, System Configuration, Patch Management, Operating Systems, OS Process Management, Command-Line Interface, Debugging, Network Troubleshooting
Intermediate · Specialization · 3 - 6 Months