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

Fred Hutchinson Cancer Center

Wrangling Computing Environments: Using Docker for Research

Skills you'll gain: CI/CD, Containerization, Docker (Software), Development Environment, Application Deployment, Devops Tools, Debugging, GitHub, Software Versioning, Command-Line Interface, Software Installation

Status: New

Status: Free Trial

DeepLearning.AI

Data Storytelling

Skills you'll gain: Data Storytelling, Data Presentation, Data Visualization, Tableau Software, Dashboard, LinkedIn, Storytelling, Professional Networking, Data Visualization Software, Looker (Software), Technical Communication, Power BI, Interviewing Skills

Status: New

Coursera Instructor Network

Strategic Leadership: Visionary Skills for Success

Skills you'll gain: Strategic Leadership, Business Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Visionary, Decision Making, Communication, Culture Transformation, Organizational Strategy, Emotional Intelligence, Conflict Management

Status: New

Packt

Shiny for Python Ultimate - Web Development with Python

Skills you'll gain: User Interface (UI), Data Visualization Software, Interactive Data Visualization, UI/UX Strategy, Application Deployment, Web Applications, Data Analysis, Front-End Web Development, Back-End Web Development, Dashboard, Spatial Data Analysis, Web Development, Application Development, Development Environment

Status: New

LearnKartS

POSH - Prevention of Sexual Harassment

Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Safety Culture, Safety Training, Compliance Training, Diversity and Inclusion, Law, Regulation, and Compliance, Human Resource Policies, Investigation

Status: Free Trial

Johns Hopkins University

Biostatistics in Public Health

Skills you'll gain: Biostatistics, Statistical Hypothesis Testing, Regression Analysis, Sampling (Statistics), Statistical Methods, Statistical Visualization, Statistical Analysis, Epidemiology, Medical Science and Research, Quantitative Research, Descriptive Statistics, Statistical Inference, Data Literacy, Probability Distribution, Scientific Methods, Data Analysis, Public Health, Probability & Statistics, Advanced Analytics, Statistical Modeling

Status: New

Packt

Kubernetes Masterclass for Application Developers

Skills you'll gain: Kubernetes, Containerization, Docker (Software), Cloud-Native Computing, Application Deployment, Cloud Applications, YAML, Amazon Web Services, Load Balancing, Data Storage, Cloud Computing Architecture, General Networking, Application Lifecycle Management

Status: New

Coursera Instructor Network

Public Health Principles: Systems and Strategies

Skills you'll gain: Health Policy, Public Health, Public Health and Disease Prevention, Systems Thinking, Program Evaluation, Health Systems, Health Care Administration, Health Equity, Epidemiology, Policy Analysis, Community Health, Media and Communications, Emergency Response

Status: New

Packt

The Docker Masterclass for Beginners

Skills you'll gain: Docker (Software), CI/CD, Containerization, Development Environment, Continuous Deployment, Continuous Integration, Devops Tools, DevOps, Application Deployment, Linux, Software Development Tools, Linux Commands, Microsoft Development Tools, Command-Line Interface

Status: New

Coursera Instructor Network

Managing Hybrid & AI-Augmented Teams: The Future of Work

Skills you'll gain: Diversity and Inclusion, Organizational Leadership, Team Leadership, Strategic Leadership, People Management, Leadership, Business Ethics, Innovation, Leadership and Management, Business Leadership, Artificial Intelligence, Virtual Teams, Telecommuting, Communication

Emory University

The Addicted Brain

Skills you'll gain: Pharmacology, Mental and Behavioral Health, Human Learning, Neurology, Behavioral Health, Socioeconomics, Vulnerability, Health Policy, Laboratory Research, Public Health

Status: New

Simplilearn

Generative AI Course for Marketing, Sales, and Campaigns

Skills you'll gain: Lead Generation, Upselling, Business Ethics, AI Personalization, Generative AI, Sales Strategy, Marketing Automation, Cross Selling, Marketing Strategies, Sales Prospecting, Sales, Email Marketing, Blogs, Customer Insights, Content Creation, Customer Engagement, Social Media Marketing, Customer Retention, Customer Relationship Management, Customer experience improvement

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