Courses

6077 Courses

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

The Power of AI in a Forward Networks Digital Twin

Discover how generative AI enhances network digital twin technology, enabling natural language queries for instant access to critical network insights and data analysis capabilities.
provider YouTube
pricing Free Video
duration 23 minutes
sessions On-Demand

Moving Data Platforms to Knowledge Platforms - From Data Architecture to Enterprise AI

Discover how knowledge platforms and graphs revolutionize enterprise AI by transforming traditional data architectures into dynamic, context-rich knowledge systems for enhanced data utilization.
provider YouTube
pricing Free Video
duration 45 minutes
sessions On-Demand

Data Contracts Are Good for AI

Discover how data contracts and the ODCS standard enhance AI development, focusing on Bitol's open-source tools for modern data engineering and contract enforcement.
provider YouTube
pricing Free Video
duration 42 minutes
sessions On-Demand

Secure Numerical Computing is Hard: Lessons from 10 Years of Open Data Science and the Long Road Ahead

Explore key security challenges and lessons learned from a decade of open data science, focusing on enterprise adoption of ML/AI technologies and emerging threats in numerical computing.
provider YouTube
pricing Free Video
duration 35 minutes
sessions On-Demand

A Practitioner's Guide to Safeguarding LLM Applications

Master essential techniques for securing and optimizing LLM applications, from structured outputs to data protection, with hands-on practice using open-source tools for enhanced reliability and performance.
provider YouTube
pricing Free Video
duration 1 hour 37 minutes
sessions On-Demand

Real-Time Event Streaming Patterns for AI-Native Applications

Explore how event streaming patterns power AI applications through real-time analytics, data enrichment, and stream processing for enhanced intelligence and reliable infrastructure.
provider YouTube
pricing Free Video
duration 30 minutes
sessions On-Demand

Excel Pivot Tables Tutorial - Lesson 9-1

Master pivot tables in Excel through hands-on demonstrations and practical techniques for analyzing, summarizing, and presenting complex data effectively.
provider YouTube
pricing Free Video
duration 13 minutes
sessions On-Demand

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