Discover AI Courses

Running BLOOM 176B LLM Inference with AWS ML and DeepSpeed

Dive into advanced LLM inference deployment using AWS's ml.p4de.24xlarge instance, exploring BLOOM 176B implementation with DeepSpeed and DJL for optimal performance and scalability.

• YouTube
• 27 minutes
• On-Demand
• Free Video

KerasNLP Tutorial: Exploring KERAS Toolbox and NLP Processing Library for BERT in TensorFlow 2 - 2023

Explore the latest KerasNLP toolbox for building and customizing BERT transformer models, with hands-on guidance for both pre-trained and domain-specific implementations using TensorFlow 2.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Pre-Training BERT from Scratch - Building, Fine-Tuning, and Running Inference with KERAS NLP

Master BERT model pre-training, fine-tuning, and inference using TF2 and KERAS NLP through hands-on implementation of transformers for domain-specific tasks.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Sparrow - Google's Second Generation Conversational AI After BARD

Explore Google's Sparrow AI system, its architecture, and comparison with ChatGPT, featuring demonstrations and insights into next-generation conversational search technology and language models.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Pre-Training BERT from Scratch for Domain-Specific Knowledge Using PyTorch - Part 51

Master BERT model pre-training from scratch using PyTorch, focusing on domain-specific data. Build custom tokenizers, design architecture, and implement masked language modeling for specialized neural information retrieval systems.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Learning Vision Transformer (ViT) Technology: Research Methods and Resources - 2023

Discover effective strategies for learning and implementing Vision Transformer technology through top academic resources, code repositories, and research platforms like HuggingFace and Papers with Code.

• YouTube
• 29 minutes
• On-Demand
• Free Video

SetFit and SBERT: Zero-Shot Classification with Synthetic Data Sets - Part 47

Discover how to leverage SetFit and SBERT for zero-shot classification by creating and utilizing synthetic data, enhancing performance in both zero-shot and few-shot scenarios.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Text Vectorization Made Easy - A Tutorial on Keras Preprocessing Layers for AI

Master text vectorization techniques in Keras preprocessing layers for transforming natural language inputs into numerical sequences and building efficient AI input processing pipelines.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Node and Edge Classification with GraphSAGE for Graph Machine Learning

Master node and edge classification in GraphML using GraphSAGE, covering DGL implementation, heterogeneous graphs, and practical PyTorch examples for effective graph neural network development.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Link Prediction with Graph Neural Networks Using DGL and PyG

Master link prediction in graph neural networks using DGL and PyG frameworks, implementing node connectivity prediction through practical code examples and negative sampling techniques.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Node Classification in Heterogeneous Graphs Using PyG and SBERT SentenceTransformers

Master heterogeneous graph analysis using PyG and SBERT for node classification, with hands-on implementation in PyTorch Geometric and practical applications in social networks and cybersecurity.

• YouTube
• 42 minutes
• On-Demand
• Free Video

Node Classification with Graph Convolutional Networks for Graph Machine Learning

Master Graph Convolutional Networks (GCN) implementation in PyG for node classification, featuring practical coding examples and theoretical foundations of spectral graph convolutions.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Experimental KERAS Feature Space for Medical AI Heart Attack Prediction

Dive into advanced feature scaling with KERAS Feature Space, building a medical AI system to predict heart attack probabilities using structured data classification and optimized data pipelines.

• YouTube
• 36 minutes
• On-Demand
• Free Video

The Intelligent Future of Data Warehouses and Delta Lake - Structured Streaming with PySPARK

Explore the evolution of data warehousing from traditional ETL to modern Lakehouse architecture, focusing on Delta Lake, Structured Streaming, and PySpark implementation with practical code examples.

• YouTube
• 32 minutes
• On-Demand
• Free Video

AI Job Qualifications in Industry - A Guide for 2023

Discover essential qualifications and strategies for securing high-paying AI positions across consulting, biotech, and pharmaceutical industries, with insights from real job postings and market demands.

• YouTube
• 43 minutes
• On-Demand
• Free Video