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AutoML의 현재와 미래 - 산업 현장에서의 실제 활용 사례
Discover how AutoML technology evolved from a buzzword to an essential industrial tool, exploring its current applications and future challenges at SK Group through real-world implementation cases.
YouTube
Free Video
21 minutes
On-Demand
내가 왕이 될 콘텐츠인가 - 콘텐츠 흥행 예측과 AI 기반 분석
Discover how SK Broadband combines AI with domain expertise to predict content success, minimizing investment risks through objective metrics and machine learning models for entertainment content performance forecasting.
YouTube
Free Video
18 minutes
On-Demand
LITMUS - 위치 지능화 데이터 분석 및 교통 패턴 시스템
Discover how SK Telecom's LITMUS system analyzes mobility patterns through AI, providing detailed insights into transportation habits, commuting behaviors, and traffic patterns for solving urban challenges.
YouTube
Free Video
19 minutes
On-Demand
Introduction to Machine Learning - Lecture 1
Discover the foundational concepts of machine learning, exploring its widespread applications and fundamental principles while understanding what constitutes learning in artificial systems.
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1 hour 18 minutes
On-Demand
A Computational Theory of Graphical Dynamical Systems with Applications to Socio-Technical Networks
Explore the computational theory of Graphical Dynamical Systems and their practical applications in modeling complex socio-technical networks and distributed systems.
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1 hour 3 minutes
On-Demand
Prompting for Evaluation of Free-Text Explanations - Part 2
Dive into advanced techniques for evaluating free-text explanations in AI prompting, focusing on methodologies and practical applications for data science analysis.
YouTube
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1 hour 22 minutes
On-Demand
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.
YouTube
Free Video
1 hour 20 minutes
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.
YouTube
Free Video
1 hour 17 minutes
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.
YouTube
Free Video
1 hour 21 minutes
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.
YouTube
Free Video
44 minutes
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.
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Free Video
1 hour 4 minutes
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.
YouTube
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13 minutes
On-Demand