Data Protection Courses

Design Patterns for Running AI/ML and Big Data Workloads on Kubernetes

Explore essential design patterns and solutions for deploying AI/ML and big data workloads on Kubernetes, addressing challenges in container management, data handling, and system optimization.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Center for Language & Speech Processing(CLSP), JHU

Dated Data: Tracing Knowledge Cutoffs in Large Language Models

Explore the complexities of knowledge cutoff dates in Large Language Models, examining how training data timestamps affect model accuracy and investigating temporal misalignments in data collection.

• YouTube
• 14 minutes
• Self-Paced
• Free Video

Wolfram

Recurrence Plots and Cross Recurrence Plots for Data Science Visualization and Analysis

Explore advanced visualization techniques using recurrence plots to uncover hidden patterns and trends in complex time series data through interactive analysis methods.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Valence Labs

Consistent Diffusion Meets Tweedie - Training Exact Ambient Diffusion Models with Noisy Data

Explore groundbreaking techniques for training diffusion models with corrupted data, using Tweedie's formula to generate high-quality samples while reducing memorization and privacy concerns.

• YouTube
• 1 hour 14 minutes
• Self-Paced
• Free Video

One Man And His Songs

How to Use MIDI Control Data in Cubase - Understanding Pitch Bend, CC, and Aftertouch

Master MIDI control data essentials in Cubase, including pitch bend, CC parameters, and aftertouch for enhanced musical expression and automation capabilities.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

MLOps: VSCode Remote Development for Data Science and Machine Learning

Master remote development in VSCode by connecting to VMs, Docker, WSL, and Google Colab for streamlined machine learning workflows and efficient cloud infrastructure management.

• YouTube
• 23 minutes
• Self-Paced
• Free Video

The Machine Learning Engineer

VSCode Remote Development for MLOps and Data Science (Español)

Aprende a conectar VSCode con infraestructura remota, incluyendo máquinas virtuales en la nube, Docker, WSL y Google Colab para optimizar tu desarrollo en ciencia de datos.

• YouTube
• 26 minutes
• Self-Paced
• Free Video

Simon Sez IT

Cleaning Data and Building Reporting Dashboards in Excel - From Power Query to Interactive Visualizations

Master data cleaning and visualization in Excel through Power Query, PivotTables, and interactive dashboard creation. Transform raw data into meaningful insights while automating your workflow.

• YouTube
• 2 hours 32 minutes
• Self-Paced
• Free Video

Data Science Festival

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.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

OpenSSF

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.

• YouTube
• 35 minutes
• Self-Paced
• Free Video

Neuro Symbolic

Interpretable and Data-Efficient Learning for Autonomous Systems

Explore cutting-edge approaches to autonomous systems through interpretable learning methods and data-efficient techniques, focusing on the intersection of symbolic AI and deep learning.

• YouTube
• 42 minutes
• Self-Paced
• Free Video

Krish Naik

Processing 100+ GB of Data in Seconds Using Polars GPU Engine

Master high-speed data processing with Polars GPU engine, leveraging NVIDIA GPUs to handle massive datasets up to 10x faster while using familiar Polars syntax and commands.

• YouTube
• 19 minutes
• Self-Paced
• Free Video

Conservation and Adaptation Resources Toolbox

The Fishes of Texas Project - Improving Fish Data Access for Research and Conservation

Discover how the Fishes of Texas Project compiles and digitizes freshwater fish data, making it accessible for research and aquatic resource management through an interactive database and citizen science initiatives.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

VECTOR

Vehicle Diagnostics: Understanding the Open Diagnostic Data Exchange (ODX) Standard

Explore the Open Diagnostic data-eXchange (ODX) standard and its role in modern vehicle diagnostics, focusing on standardized data formats and implementation approaches.

• YouTube
• 13 minutes
• Self-Paced
• Free Video

VECTOR

Understanding Vehicle Diagnostic Data - Foundation Episode 15

Explore vehicle diagnostics data formats, standardization approaches, and implementation methods for modern automotive E/E systems engineering and troubleshooting.

• YouTube
• 13 minutes
• Self-Paced
• Free Video