All current מדע נתונים courses in 2024
1127 קורסים
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.
YouTube
Free Video
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
Free Video
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.
YouTube
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
Free Video
13 minutes
On-Demand
Practical Machine Learning for AI: Foundational Skills and Experiments
Discover machine learning principles and applications on this course for non-ML specialists.
FutureLearn
Free Online Course (Audit)
2 weeks, 3 hours a week
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.
YouTube
Free Video
18 minutes
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.
YouTube
Free Video
3 hours 6 minutes
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.
YouTube
Free Video
17 minutes
On-Demand