Generative AI on AWS

Computer Vision with Transformers on Amazon SageMaker

Generative AI: PEFT & RLHF, Intelligent Doc Processing, RL with Ray & SageMaker

Pipelines with LineaPy + JAX/Ray/NVIDIA + SageMaker Data Wrangler with MLOps

Reduce Cost and Increase Performance by Pruning Deep Learning Models

Nvidia GTC 2024 Recap + Generative AI Live Demo w/ Nvidia Jetson Edge GPU Device + Nvidia H200, B200

Optimize + Deploy Distributed Tensorflow, Spark, and Scikit-Learn Models on GPUs

AWS Reinvent 2021 Recap + DataOps Lakehouse Automation with Amazon Redshift and Apache Airflow

Advanced Apache Spark and TensorFlow Workshop - Chris Fregly - Seattle - July 30 2016 - Part 1 of 6

All New Generative AI Launches at AWS reInvent 2023 in Las Vegas!!

Highlights from 2 new DeepLearning.AI courses: AI4Good and Generative AI with LLMs!

LangChain + Amazon Bedrock + Kubernetes = RAG-based SaaS Implementation

LangChain update by Harrison Chase (CEO of LangChain) + Quantization + Fully Sharded Data Parallel

Databricks Data + AI Summit 2024 Highlights - LLM Performance, Tracing, Debugging, SQL

From RLHF with PPO/DPO to ORPO + How to build ORPO on Trainium/Neuron SDK

Dynamic retrieval-augmented generation (RAG) with short-term memory + Detecting AI-Generated Text

Generative AI: PEFT and RLHF workflows + Polars for blazing-fast dataframes in Ray and beyond

Automate Your AI/ML Workflows with SageMaker Pipelines

White House Report: Promoting Memory Safe Programming from C++ to Rust

Anthropic 2024 Updates including Claude 3 + GenAI Observability and LLM Evaluation​ with Truera

Transform Features, Detect, Bias, Analyze Feature Importance with Apache Spark and Amazon SageMaker

Retrieval-Augmented Generation (RAG) using LangChain and Pinecone - The RAG Special Episode

Serverless TensorFlow on Kubernetes + Solving Alpha Go/Zero with TensorFlow - San Francisco

Streaming Kafka + Apache Beam + Flink + TensorFlow : Advanced Spark TensorFlow Meetup SF, Mar 2016

AWS Orbit Workbench (Open Source) at HRS, Amazon EMR Serverless, EMR Studio, and Kale for Kubeflow

Generative AI Use Case Playground Deep-Dive with Amazon SageMaker + Amazon DataZone and Data Mesh

ScaleAI Driverless Data Wrangling + Hyper-personalized Recommendations + NLP Inference Optimizations

Quantum Artificial General Intelligence (AGI) + Multi-Modal Chatbot + Karini GenAI SaaS Startup!

Computer Vision with Transformers on Amazon SageMaker

Serverless AI in the Enterprise (by Gillian Armstrong) + Kubeflow Pipelines on AWS (by Antje Barth)

Multi-Modal RAG w/ Milvus + Multi-Agent Optimization w/ DSPy + LLM Distillation

Protein Sequence Classification using BERT, Transformers, and Natural Language Processing

Apple Reveals Foundation Model Details: Datasets, Frameworks, and Evaluation Benchmarks!

LangChain + RAG + Cassandra Vector Store + Multimodal Visual Question Answer

Pre-train Mixtral MoE model on SageMaker HyperPod + SLURM + Fine-Tuning + Continued Pre-Training

Data Science on AWS Workshop - Apr 15, 2021

Distributed GPU Training using Hugging Face Transformers + Accelerate ML with SageMaker QuickStart!

Scaling Pandas with Ray and Modin + Alexa AI: Kubernetes and DeepSpeed Zero

Containerized Architectures for Deep Learning using TensorFlow, Keras, Kubernetes, and KubeFlow

What's new with PyTorch 2.0 + Prompt chaining for large language models (LLMs) and Generative AI

Data Science on AWS Meetup: Learning Quantum Computing and Pruning Deep Learning Models to Save Cost

Responsible AI, Bias Detection, and Model Explainability with Dr. Nashlie Sephus and Hasan Poonawala

Disaster Response with ML and SageMaker Studio Lab

PipelineAI: High Performance Distributed TensorFlow AI + GPU + Model Optimizing Predictions

AWS ML Dev Day - End-to-End Amazon SageMaker Pipeline with BERT - June 2021

Continuously Train & Deploy Spark ML and Tensorflow AI Models from Jupyter Notebook to Production

Managed Kubeflow + Managed MLflow + Data Mesh architectures on AWS

Quantum Machine Learning APIs + Distributed Machine Learning with Amazon SageMaker and EFS

Git for Data with LakeFS + AWS re:Invent 2022 Recap for AI and Machine Learning

[Webinar] Intelligent Governance of NLP Documents + RStudio on Amazon SageMaker

Blur faces with SageMaker and NVIDIA Triton + Ultra-fast PyTorch data loading from Amazon S3

Deep-dive on BMW's Cloud Data Hub and Redshift Serverless!!