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

Status: New

Status: Free Trial

Packt

Docker and Kubernetes Masterclass: From Beginner to Advanced

Skills you'll gain: Kubernetes, Docker (Software), Containerization, Cloud-Native Computing, Application Deployment, YAML, Devops Tools, Command-Line Interface, Google Cloud Platform, Web Applications, Cloud Infrastructure, Development Environment, Configuration Management, Nginx, CI/CD, Software Installation, Role-Based Access Control (RBAC), MongoDB, Service Management, Infrastructure Architecture

Status: New

Packt

Master LangChain with No-Code tools - Flowise and LangFlow

Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI, Large Language Modeling, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Automation, Application Development, Application Programming Interface (API), Data Integration, Software Installation

Status: New

Packt

GitHub Actions Masterclass: From Beginner to Advanced

Skills you'll gain: CI/CD, Continuous Integration, Continuous Deployment, GitHub, Development Environment, Git (Version Control System), Automation, Docker (Software), Application Deployment, Scripting, YAML, Application Security, JavaScript Frameworks, Node.JS

Status: New

Simplilearn

Advanced GenAI Tools Course

Skills you'll gain: Generative AI, Collaborative Software, Innovation, Business Process Automation, Workflow Management, Content Creation, Automation, Technology Strategies, Prompt Engineering, Productivity Software, Business Technologies, Business Workflow Analysis, Strategic Thinking, Team Building, Artificial Intelligence, Prototyping, Video Editing

Status: New

Johns Hopkins University

Honors Algebra 2: Linear and Quadratic Functions

Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Regression Analysis

University of Michigan

Introduction to Thermodynamics: Transferring Energy from Here to There

Skills you'll gain: Mechanical Engineering, Thermal Management, HVAC, Engineering, Energy and Utilities, Physics, Engineering Analysis, Plant Operations and Management, Process Analysis, Environmental Science

Status: New

Coursera Instructor Network

Advanced ITSM with ServiceNow: Optimizing IT Operations

Skills you'll gain: ServiceNow, Information Technology Infrastructure Library, IT Service Management, Problem Management, Incident Management, Service Management, Information Technology Operations, Digital Transformation, Change Control, Configuration Management, Self Service Technologies, User Acceptance Testing (UAT), Automation

Status: New

Packt

AWS Step Functions – Automate Complex Tasks with Workflows

Skills you'll gain: Debugging, Amazon Web Services, AWS CloudFormation, Business Process Automation, Automation, Amazon S3, AWS Identity and Access Management (IAM), Amazon CloudWatch, Serverless Computing, API Gateway, Amazon DynamoDB, JSON, Data Validation

Status: New

Status: Free Trial

Packt

Blender Foundations & Tavern Structure Modeling

Skills you'll gain: 3D Modeling, Computer Graphics, Technical Design, Visualization (Computer Graphics), Prototyping, Design Elements And Principles

Status: New

Board Infinity

Advanced Kotlin for Multi-Platform Development

Skills you'll gain: Java Programming, Java, System Programming, OS Process Management, Debugging, Application Performance Management, Software Design Patterns, Operating Systems, Application Development, Algorithms, Development Testing

University of London

Introduction to English Common Law

Skills you'll gain: Court Systems, Case Law, Legal Research, Legal Proceedings, Law, Regulation, and Compliance, Civil Law, Political Sciences, European History, Governance, International Relations

Status: New

Status: Free Trial

Snowflake

Advanced Data Engineering with Snowflake

Skills you'll gain: Database Management, Databases, Data Pipelines, DevOps, CI/CD, Command-Line Interface, Version Control, System Monitoring, Continuous Monitoring

Filter by

Subject
Required

Language
Required

Learning Product
Required

Level
Required

Duration
Required

Skills
Required

Subtitles
Required

Educator
Required

Results for "advanced machine learning"

Docker and Kubernetes Masterclass: From Beginner to Advanced

Master LangChain with No-Code tools - Flowise and LangFlow