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Data Phoenix
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Data Phoenix is your best friend in learning and growing in the data world!
We publish digest, organize events and help expand the frontiers of your knowledge in ML, CV, NLP, and other aspects of AI. Idea and implementation: @dmitryspodarets
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Webinar "LlamaIndex: How to use LLMs to Interface with Multiple Data Sources"
Join the Data Phoenix webinar in which Greg Loughnane (Founder of the Machine Learning Makerspace) and Chris Alexiuk (Instructor at FourthBrain) will dive into “data frameworks” like LlamaIndex, and demonstrate how to create hierarchical indexes from different data sources.
https://dataphoenix.info/webinar-llamaindex-how-to-use-llms-to-interface-with-multiple-data-sources/
Announcing the AI Stage agenda at TechCrunch Disrupt 2023
Join DataPhoenix and 10,000 tech leaders, investors, and founders at TechCrunch Disrupt in San Francisco on Sept 19-21. Don’t miss interviews and sessions with trailblazing visionaries from Anthropic, DeepMind, Salesforce, Sequoia Capital, and more on AI Stage!
https://dataphoenix.info/announcing-the-ai-stage-agenda-at-techcrunch-disrupt-2023/
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⚡️ DataPhoenix presented the new issue of the digest!
Best practices for building LLM-based applications, pandas for time series, use Stable Diffusion XL with Amazon SageMaker JumpStart, training Diffusion models with Reinforcement Learning, AI / ML / LLM / Transformer models timeline and list, GigaGAN, FABRIC, AnimateDiff, AutoRecon, and more.
https://dataphoenix.info/data-phoenix-digest-issue-12-2023/
Webinar "Leveraging Large Language Models for Enterprise Usage"
Join the Data Phoenix webinar in which Dmytro Spodarets, together with guest Zenodia Charpy (Senior Deep Learning Data Scientist, NVIDIA), will dive into foundation and ChatGPT-style models, generative AI and LLM technology at NVIDIA, shortcomings, and proposed guardrails, and the road ahead.
https://dataphoenix.info/webinar-leveraging-large-language-models-for-enterprise-usage/
Webinar "Go Beyond Chatbot - Emerging Patterns in Generative AI Applications"
This talk will share some reference architectures and demos for emerging Generative AI applications and use cases.
https://dataphoenix.info/webinar-go-beyond-chatbot-emerging-patterns-in-generative-ai-applications/
[Articles] Robotics in Education: Enhancing Classroom Engagement and Beyond
This article discusses the development of robots in education, as well as its many advantages, uses in the classroom, and inspirational success stories. Join us as we explore the fascinating world of robotics, where engagement and education smoothly combine.
https://dataphoenix.info/robotics-in-education-enhancing-classroom-engagement-and-beyond/
[News] Arthur Introduces 'Arthur Bench': A Revolutionary Open-Source Evaluation Tool for LLMs
Arthur released Arthur Bench, an open-source tool to help users find the best LLM for a particular data set by evaluating how different LLMs will perform in real-world scenarios.
https://dataphoenix.info/arthur-introduces-arthur-bench-a-revolutionary-open-source-evaluation-tool-for-llms/
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[News] RAG with Llama 2 and LangChain: Building with Open-Source LLM Ops
Learn from AI Makerspace team how to leverage the Llama 2 with LangChain to build the most popular type of LLM application — a Retrieval Augmented Generation (RAG) or Retrieval Augmented Question Answering (RAQA) system.
https://dataphoenix.info/rag-with-llama-2-and-langchain-building-with-open-source-llm-ops/
[News] Learn Machine Learning Engineering on a free course
Join DataTalks.Club course to get started with machine learning engineering.
https://dataphoenix.info/learn-machine-learning-engineering-on-a-free-course/
[News] Workshop "Beyond ChatGPT: Build Your First LLM Application"
Join the workshop of our good friends (Greg Loughnane and Chris Alexiuk from AI Makerspace) to learn how to build your first LLM application using the OpenAI API, Chainlit, and Hugging Face Spaces.
https://dataphoenix.info/workshop-beyond-chatgpt-build-your-first-llm-application/
📢 We are live and starting Data Phoenix webinar "Best Security Practices for the LLMs” with Gloria Felicia (CEO, Co-founder of InsightCircle AI).

Join us: https://youtube.com/live/npsbQ7QPf2o
[News] Anyscale announces collaboration with Meta to accelerate development of the Llama 2 ecosystem
Anyscale, the company behind API platform Anyscale Endpoints, has announced its collaboration with Meta to advance the Llama 2 ecosystem. Presumably, this collaboration will hinge upon the work on LLM fine-tuning showing that, when fine-tuned, even the smallest Llama model can outperform GPT-4.
https://dataphoenix.info/anyscale-announces-collaboration-with-meta-to-accelerate-development-of-the-llama-2-ecosystem/
[News] OpenAl announces DevDay, its very first developer conference
OpenAI’s first developer conference will take place November 6 in San Francisco, with registration opening soon. The conference will feature in person breakout sessions and a livestreamed keynote showcasing OpenAI’s latest work.
https://dataphoenix.info/openal-announces-devday-its-very-first-developer-conference/
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[News] Stability AI launched a first-of-its-kind audio and music generation AI product
Stable Audio is the first publicly available AI-assisted music and sound effect generation service. Stability AI has officially announced the launch of the product in a blog post that features plenty of remarkable example tracks and prompts that boast the platform’s capabilities.
https://dataphoenix.info/stability-ai-launched-a-first-of-its-kind-audio-and-music-generation-ai-product/
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[News] MIT looks to improve the quality of life for cerebral palsy patients using a pose-mapping technique
A team of MIT engineers looks to make clinical evaluation of cerebral palsy patients easier and remotely accessible. They’ve developed a method that analyses videos of patients and assigns them a score based on the presence of movement patterns specific to the development of the disorder.
https://dataphoenix.info/mit-looks-to-improve-the-quality-of-life-for-cerebral-palsy-patients-using-a-pose-mapping-technique/
[News] Anyscale releases Ray 2.7: improvements for Ray libraries and KubeRay, introduces RayLLM
Anyscale releases Ray 2.7, bringing exciting new features and improvements that make it easy to scale AI and Python workloads — from train and tuning to model serving. Among the most noteworthy new features is the general availability of Ray AI libraries, KubeRay, and RayLLM.
https://dataphoenix.info/anyscale-releases-ray-2-7-improvements-for-ray-libraries-and-kuberay-introduces-rayllm/
⚡️ DataPhoenix presented the new issue of the digest!
Gorilla: LLM connected with massive APIs, lessons learned from building a managed RAG solution, LLM monitoring and observability, fine-tuning Llama 2, building LLM applications for production, framework for autonomous language agents, LEDITS, RT-2, DragDiffusion, ConsistentNeRF, MagicEdit, and more.
https://dataphoenix.info/data-phoenix-digest-issue-13-2023/
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