11 тысяч подписчиков
170 видео
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!
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!!
Snowflake on AWS and the new open source AWS Orbit Workbench!
Build Computer Vision apps with Roboflow + What's new with SageMaker JumpStart
Challenges of ML at Scale + Hierarchical Forecasting w/ scikit-hts: Data Science on AWS Sept Webinar
Introduction to Transformers and BERT on Amazon SageMaker
Ray AI Runtime on AWS: Distributed ML with Amazon SageMaker, EC2, EKS, and EMR!
HuggingFace NLP models for Contract Review + NVIDIA DALI for Optimized GPU-based Image Processing
Hands-on KubeFlow + Keras/TensorFlow 2.0 + TFX + K8s + PyTorch + XGBoost + Airflow + MLflow + Spark
Data Science on AWS - Workshop and O'Reilly Book - Feb 20 2021
Hands-On with PipelineAI, GPU, TensorFlow, Kubernetes, Kafka, Jupyter, Scikit-Learn, PyTorch, Caffe
High-Performance Distributed Tensorflow Training and Serving - PyData London May 6, 2017
Research to Production at Amazon Scale With PyTorch + Generative AI in action
[WORKSHOP] Generative AI and Large Language Models: Fine-tuning with SageMaker + PEFT + RLHF + PPO
Data Science on AWS - Workshop - May 2021
Generative AI, Large Language Models, Prompt Engineering, Reinforcement Learning, and Human Feedback
![[Webinar] Intelligent Governance of NLP Documents + RStudio on Amazon SageMaker](https://images.mixrolikus.cc/video/Yy0EMxYv21A)
![[WORKSHOP] Generative AI and Large Language Models: Fine-tuning with SageMaker + PEFT + RLHF + PPO](https://images.mixrolikus.cc/video/fLPNMleobgY)
