🤖 MLOps Python Best Practices

🦾Plus: 🚀 Microsoft & OpenAI to Build $100B AI Supercomputer

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Hey folks! Let’s get into Big Data and AI craziness…

In today's edition:

  • 🔍Things To Consider When Hiring A Data Scientist

  • 🤖DLRover: An Automatic Distributed Deep Learning System

  • 🔓OpenDevin - Open Source Autonomous AI Software Engineer

  • 🔬Anatomy of OpenAI's Developer Community

  • 🎙️ OpenAI’s New Voice Cloning Model is Scary

  • 🚀 Microsoft & OpenAI to Build $100B AI Supercomputer

  • 🤖 AI Tools and Data Tools

  • 🖼️ A.I. Generated Image of the Day

AI brews beer and your big ideas

What’s your biggest business challenge? Don’t worry about wording it perfectly or describing it just right. Brain dump your description into AE Studio’s new tool and AI will help you solve that work puzzle.

Describe your challenge in three quick questions. Then AI churns out solutions customized to you.

AE Studio exists to solve business problems. They build great products and create custom software, AI and BCI solutions. And they once brewed beer by training AI to instruct a brewmeister and then to market the result. The beer sold out – true story.

Beyond beer, AE Studio’s data scientists, designers and developers have done even more impressive things working 1:1 with founders and executives. They’re a great match for leaders wanting to incorporate AI and just generally deliver outstanding products built with the latest tools and tech.

If you’re done guessing how to solve work problems or have a crazy idea in your back pocket to test out, ask AI Ideas by AE Studio for free solutions, right now.

As organizations increasingly rely on advanced analytics and modeling to improve decision-making, the demand for skilled data scientists has skyrocketed. However, you need to do a bit of research before recruiting and hiring these in-demand professionals for your company.

DLRover makes the distributed training of large AI models easy, stable, fast and green. It can automatically train the Deep Learning model on the distributed cluster. It helps model developers to focus on model arichtecture, without taking care of any engineering stuff, say, hardware acceleration, distributed running, etc

Inference using a decision tree is an iterative process. We traverse a decision tree by evaluating the condition at a specific node in a layer until we reach a leaf node. Today, let me show you a superb technique that allows us to represent inferences from a decision tree in the form of matrix operations.

OpenDevin, an open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects. This project aspires to replicate, enhance, and innovate upon Devin through the power of the open-source community.

This repository contains a Python code base with best practices designed to support your MLOps initiatives. The package leverages several tools and tips to make your MLOps experience as flexible, robust, productive as possible.

OpenAI has an official developer community hosted by Discourse which is the centre place of people seeking help and conversations about OpenAI's APIs, ChatGPT, Prompting and more.

The forum was launched on March 2021 and since then has seen 100,000+ posts by over 20,000 users.

In order to start your journey toward robust data management, you need a solid understanding of data governance.

🤖 AI News:

OpenAI's Voice Engine is a new tool that stands out in the world of voice cloning by copying a voice from a short clip. But, OpenAI is waiting before letting everyone use it. They want to be sure it's safe and not misused.

SK Hynix, a leading player in the semiconductor industry, has seen its market value surpass $100 billion. This impressive growth is mainly because of the high demand for its AI chips.

The demand for AI is growing fast, and Microsoft and OpenAI's project, Stargate, is a big step to meet this need. With a budget of $115 billion, it's much bigger than anything we've seen before. The project will need a lot of power, maybe even from nuclear sources.

Amazon's strategy in the AI battlefield is twofold. With a massive $4 billion investment in Anthropic, Amazon not only supports a leading AI innovator but also fuels its ambition to dominate in cloud technology. Meanwhile, Amazon's AI division is under pressure to develop Olympus, an AI model designed to outperform Anthropic's renowned Claude models.

OpenAI's Startup Fund—a $175 million investment vehicle watched closely by many. An unknown individual, referred to as "Jacob Thomas Vespers," was momentarily listed as the manager of this fund through documents filed with the California Secretary of State.

💡AI Learning

API Appstore for all the Best LLMs!

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  6. AI Wedding Toast - Wedding speeches last forever!

  7. 🚀 Leiga - AI project management

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👨‍💻 Data Tools, Libraries  

Official repository for the paper FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions. The evaluation extends the MTEB framework to use instructions, so you can evaluate your MTEB compatible code by only changing a few lines!

Dify is an easy-to-use LLMOps platform designed to empower more people to create sustainable, AI-native applications.

LangUI is an Open Source Tailwind library with free to use components tailored for your AI and GPT projects. Focus on building the next best project and let it handle the UI.

A.I. Generated Image of the Day

𝐃𝐞𝐬𝐢𝐠𝐧𝐢𝐧𝐠 𝐭𝐡𝐞 𝐈𝐦𝐩𝐨𝐬𝐬𝐢𝐛𝐥𝐞 𝐰𝐢𝐭𝐡 𝐀𝐈 (source)

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