Courses

18844 Courses

Challenges in Fostering Trust and Distrust in AI Systems

Explore key challenges in AI trust development, from benchmark construction and evaluation methods to data quality issues and human trust factors in artificial intelligence systems.
provider YouTube
pricing Free Video
duration 1 hour 20 minutes
sessions On-Demand

Visualization for Data Science - Creating Views and Dashboards

Master data visualization techniques for creating impactful views and dashboards, focusing on best practices for effective data presentation and communication in data science applications.
provider YouTube
pricing Free Video
duration 1 hour 17 minutes
sessions On-Demand

Introduction to Machine Learning Model Explanations and Interpretability

Explore key concepts in data science explanations, from gradient-based highlighting to contrastive editing, covering essential techniques for understanding and interpreting complex models.
provider YouTube
pricing Free Video
duration 1 hour 21 minutes
sessions On-Demand

The Importance of Arts and Crafts in ThreatOps - Effective Visual Communication for Cybersecurity Analysis

Master effective visualization techniques for cybersecurity incidents and threat intelligence, enhancing your ability to communicate complex security concepts through clear, standardized diagrams.
provider YouTube
pricing Free Video
duration 44 minutes
sessions On-Demand

Deep Learning and Process Understanding for Data-Driven Earth System Science - Lecture 37

Explore deep learning applications in Earth System Science, focusing on process understanding and data-driven approaches to environmental research and analysis.
provider YouTube
pricing Free Video
duration 1 hour 4 minutes
sessions On-Demand

Creating Your AI/BI Genie Space for Business Data Analytics

Discover how to empower business teams with AI/BI Genie - a conversational interface that enables natural language data exploration and self-service analytics for instant insights.
provider YouTube
pricing Free Video
duration 13 minutes
sessions On-Demand

Practical Machine Learning for AI: Foundational Skills and Experiments

Discover machine learning principles and applications on this course for non-ML specialists.
provider FutureLearn
pricing Free Online Course (Audit)
duration 2 weeks, 3 hours a week
sessions On-Demand

Synthetic Data Generation and Applications in Python

Discover how to generate synthetic data for machine learning and data analysis projects, with practical Python examples and implementation strategies.
provider YouTube
pricing Free Video
duration 18 minutes
sessions On-Demand

High Performance Machine Learning, Deep Learning, and Data Science - Principles and Practice

Master high-performance computing principles for machine learning and deep learning, focusing on practical implementation strategies and advanced techniques for optimizing data science workflows.
provider YouTube
pricing Free Video
duration 3 hours 6 minutes
sessions On-Demand

Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning

Explore how prefix-tuning offers an efficient alternative to LLM fine-tuning for data wrangling tasks, requiring minimal parameter updates while maintaining comparable performance in data integration and cleaning.
provider YouTube
pricing Free Video
duration 17 minutes
sessions On-Demand

Humans and AI: Understanding LLM Impact on Human Decision Making

Explore the synergistic potential between humans and LLMs in decision-making tasks, examining active learning, ML fairness, and collaborative approaches to AI implementation.
provider YouTube
pricing Free Video
duration 1 hour 2 minutes
sessions On-Demand

Use of AI in Modern Data Visualization - Making Complex Data Sets Accessible

Explore how AI-driven tools revolutionize data visualization creation and consumption, making complex datasets more accessible and actionable while enhancing developer productivity.
provider YouTube
pricing Free Video
duration 39 minutes
sessions On-Demand

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Pluses of online education in AI

With the development of artificial intelligence technologies, online education will play an increasingly important role in training specialists in this field. The opportunity to learn advanced technologies and methods, exchange experiences with colleagues from around the world and participate in real-life projects will make online learning in the field of AI an integral part of the education of the future!