Data Models Courses and Certifications

EDUCBA

Analyze and Implement Apache HBase for Big Data Storage

Master Apache HBase architecture, data model, and operations for scalable big data storage within the Hadoop ecosystem through hands-on practice and real-world applications.

• Coursera
• 3 hours 54 minutes
• Self-Paced
• Paid Course

Yannic Kilcher

Extracting Training Data from Large Language Models - Paper Explained

Explores a method to extract training data from large language models, discussing security implications, risks, and mitigation strategies for models like GPT-3. Covers technical aspects and ethical considerations.

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

Steve Brunton

Data-Driven Nonlinear Aeroelastic Models of Morphing Wings for Control

Explore data-driven modeling for morphing wings, focusing on reduced-order aeroelastic techniques and their application in model predictive control for improved aircraft performance.

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

Yannic Kilcher

Scalable Extraction of Training Data from Language Models

Explore techniques to extract training data from language models, revealing vulnerabilities in data privacy and model security. Learn about new attacks and their implications for AI alignment and memorization.

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

ng-conf

Rich Data Models and Angular

Explore rich data models in Angular for complex business logic and interrelated data, enhancing testability and development ease while leveraging Angular's strengths.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Dave Gray

How to Create MongoDB Schemas and Data Models - Node.js Tutorials for Beginners

Learn to create MongoDB schemas and data models in Node.js. Define document structure, interact with collections, and implement user registration using Mongoose.

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

John Savill's Technical Training

Using Your Own Data with Large Language Models (LLMs) - Making JohnBot

Explore integrating personal data with LLMs using Azure AI Search, covering data preparation, indexing, chunking, and hybrid search techniques for enhanced AI interactions.

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

Yannic Kilcher

Privacy Backdoors: Stealing Data with Corrupted Pretrained Models - Explained

Explore how tampering with pretrained models can compromise privacy, enabling attackers to reconstruct finetuning data. Learn about privacy backdoors in transformers and their implications for machine learning security.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

CMU Database Group

Database Storage Models and Data Layout - Lecture 3

Explore advanced database storage models, data layouts, and optimization techniques for efficient data management and retrieval in modern systems.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Trelis Research

Data Extraction with Large Language Models

Master data extraction techniques using large language models for efficient and accurate information retrieval from various sources. Enhance your skills in JSON and YAML extraction, and compare model performances.

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

The Complete Splunk Core Certified Power User Course

746 ratings at Udemy

Splunk Training: Pass the Splunk Certification on Your First Attempt with Exam-Focused SPL, Labs, and Real Scenarios

• Udemy
• 17 hours 47 minutes
• Self-Paced
• Paid Course

Programming with Mosh

Python Django Tutorial for Beginners

Learn Django for backend development: create projects, apps, views, and data models. Master debugging tools and build production-grade web applications with Python.

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

ExcelIsFun

Excel 365 and Power BI Intermediate to Advanced - Calculations and Data Analysis

Master advanced Excel 365 and Power BI with comprehensive training covering formulas, data analysis, Power Query, DAX, and dashboard creation from MVP instructor Mike Girvin.

• YouTube
• 1 day 2 hours 19 minutes
• Self-Paced
• Free Video

ExcelIsFun

Excel Professional Development - Data Analysis, PivotTables, Formulas, and Advanced Techniques

Master Excel through 5 years of professional development sessions covering tricks, data analysis, PivotTables, grade calculations, and Excel 2013 features with 30+ practical examples.

• YouTube
• 4 hours 52 minutes
• Self-Paced
• Free Video

MLOps.community

Automating Data Annotation with Large Language Models - Workshop 1

1 rating

Explore techniques for automating data annotation using Large Language Models. Learn workflows, result interpretation, validation, and integration into machine learning pipelines for efficient model finetuning.

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