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

Results for "advanced machine learning"

LearnQuest
Fundamentals of Data Analysis
Skills you'll gain: Data Analysis, Analytics, Statistical Analysis, Data-Driven Decision-Making, Spreadsheet Software, Analytical Skills, Exploratory Data Analysis, Descriptive Analytics, Data Cleansing, Data Collection, Advanced Analytics, Databases, Statistics, Predictive Analytics, Probability & Statistics, Query Languages, Data Visualization Software, SQL
3.8
Rating, 3.8 out of 5 stars
29 reviews
Beginner · Course · 1 - 3 Months
University of Colorado System
Intermediate Object-Oriented Programming for Unreal Games
Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), Event-Driven Programming, Computer Programming, Program Development, User Interface (UI), Debugging, Data Import/Export, File Management, Software Design
4.9
Rating, 4.9 out of 5 stars
16 reviews
Intermediate · Course · 1 - 4 Weeks
Status: Free
Coursera Project Network
Scrape and analyze data analyst job requirements with Python
Skills you'll gain: Web Scraping, Data Visualization, Data Presentation, Interactive Data Visualization, Data Cleansing, Exploratory Data Analysis, Scripting, Data Analysis, Data Processing, Data Manipulation, Data Import/Export, Data Capture, Data Transformation, Python Programming, Jupyter
3.2
Rating, 3.2 out of 5 stars
13 reviews
Intermediate · Guided Project · Less Than 2 Hours
University of California San Diego
Teaching Impacts of Technology: Relationships
Skills you'll gain: Interactive Learning, Student Engagement, Algorithms, Diversity Awareness, Pedagogy, Facebook, Mathematics Education, Instructional Strategies, Programming Principles, Teaching, Software Engineering, Geographic Information Systems, Lesson Planning, Computer Science, Theoretical Computer Science, Computer Graphics
Beginner · Course · 1 - 3 Months
University of Maryland, College Park
Agile Project Management
Skills you'll gain: User Story, Sprint Planning, Prioritization, Brainstorming, Conflict Management, Agile Project Management, Scaled Agile Framework, Program Management, Backlogs, Innovation, Agile Software Development, Team Motivation, Sprint Retrospectives, Teamwork, Ideation, Project Controls, Agile Methodology, Empowerment, Strategic Prioritization, Agile Product Development
Beginner · Specialization · 3 - 6 Months
Packt
Selenium WebDriver Advanced - Complete Framework
Skills you'll gain: Selenium (Software), Git (Version Control System), GitHub, Jenkins, Continuous Integration, Test Automation, Test Data, Test Case, IntelliJ IDEA, Application Frameworks, Development Environment, Apache Maven, Browser Compatibility, Maintainability, Debugging
Advanced · Course · 3 - 6 Months
Microsoft
Manage Resources in Azure
Skills you'll gain: Microsoft Azure, Cloud Management, Application Deployment, Cloud Computing, Windows PowerShell, Infrastructure As A Service (IaaS), Cloud Infrastructure, Software As A Service, Virtual Machines, Platform As A Service (PaaS), Role-Based Access Control (RBAC), Command-Line Interface, Scripting
4.9
Rating, 4.9 out of 5 stars
17 reviews
Intermediate · Course · 1 - 3 Months
Scrimba
Advanced JavaScript 3: Objects, Collections, Functions
Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Javascript, Software Design Patterns, Data Management, Data Structures
Intermediate · Course · 1 - 4 Weeks
Packt
Python for Finance: Investment Fundamentals & Data Analytics
Skills you'll gain: Portfolio Management, Financial Modeling, Regression Analysis, Financial Analysis, Investment Management, Risk Analysis, Trend Analysis, Statistical Analysis, Financial Forecasting, Object Oriented Programming (OOP), Python Programming, Data Analysis, Simulations, Programming Principles, Pandas (Python Package), NumPy, Matplotlib, Jupyter
Intermediate · Course · 3 - 6 Months
Status: Free
National Taiwan University
東亞儒學：孟子二 (East Asian Confucianisms: Mencius(2))
Skills you'll gain: Liberal Arts, Cultural Diversity, Culture, Research, Political Sciences, Human Learning, Social Sciences, Ethical Standards And Conduct, Governance
4.7
Rating, 4.7 out of 5 stars
12 reviews
Mixed · Course · 1 - 3 Months
Coursera Project Network
Canva for college students
Skills you'll gain: Presentations, Canva (Software), Infographics, Design, Graphic Design, Graphical Tools, Graphic and Visual Design
4.3
Rating, 4.3 out of 5 stars
23 reviews
Beginner · Guided Project · Less Than 2 Hours
Codio
Introduction to Terraform
Skills you'll gain: Terraform, Infrastructure as Code (IaC), Infrastructure As A Service (IaaS), Cloud Infrastructure, Amazon Web Services, Amazon Elastic Compute Cloud, Cloud Management, Programming Principles, Data Security
4.4
Rating, 4.4 out of 5 stars
15 reviews
Intermediate · Course · 1 - 4 Weeks