🤖 Implementing CI/CD Pipelines for MLOps

In today's edition:

• 📈How Brands Are Using Big Data Analytics

• 👨‍💻We need visual programming

• 🚀Amazon SageMaker Now Offers Managed MLflow Capability

• 📊State of Open AI Report

• 🤖 Tesla's Humanoid Robot Venture

• ✨ Elon Musk announced xAI's Memphis Supercluster

• 🤖 AI Tools and Data Tools to checkout

7 Real-World Examples of How Brands Are Using Big Data Analytics

Companies have rapidly increased their adoption of big data analytics techniques, so that hey can manage and analyze large data sets in real time. Utilizing these insights, they can understand patterns, associations, and trends related to consumer behavior and interactions.

We need visual programming. No, not like that.

Most visual programming environments fail to get any usage. Why? They try to replace code syntax and business logic but developers never try to visualize that. Instead, developers visualize state transitions, memory layouts, or network requests.

Amazon SageMaker Now Offers Managed MLflow Capability for Enhanced Experiment Tracking

AWS has announced the general availability of MLflow capability in Amazon SageMaker. MLflow is an open-source tool commonly used for managing ML experiments.

Implementing CI/CD Pipelines with GitHub Actions for MLOps

In this article, we'll delve into the details of implementing a Continuous Integration and Continuous Deployment (CI/CD) pipeline with GitHub Actions to automate tasks such as testing, linting, and model training, thereby streamlining your machine learning workflows.

State of Open AI, Jul 2024

This is a curated list of new model and dataset releases in the open AI space. This is not an exhaustive update. I hope you enjoy this more organized monthly update in the middle of the daily SOTA releases.

👨‍💻 Data Tools, Libraries

txtai is an all-in-one embeddings database for semantic search, LLM orchestration and language model workflows.

magic-cli
Magic CLI is a command line utility which uses LLMs to help you use the command line more efficiently.

Toit
Toit is a modern high-level language designed specifically for microcontrollers.

Korvus
Korvus is a search SDK that unifies the entire RAG pipeline in a single database query. Built on top of Postgres with bindings for Python, JavaScript, Rust and C.

AI News:

Meta released Llama 3.1: most capable models to date

Meta has launched Llama 3.1 405B, the largest model in its open-source Llama series, with 405 billion parameters. The Llama 3.1 family now supports eight languages and features a 128,000-token context length, significantly improving from its predecessors. In common benchmarks, Llama 3.1 405B outperforms GPT-4o and an earlier version of GPT-4 in both English-language tasks and multilingual tasks, rivaling Anthropic's Claude 3.5 Sonnet.

Elon Musk announced xAI's Memphis Supercluster

xAI launched the Memphis Supercluster. It’s made up of 100,000 liquid-cooled Nvidia H100 GPUs.

Grok 2.0 is finished training and will be released soon. Musk aims to create Grok 3.0, the “world's most powerful AI by every metric,” by December 2024

🤖 Tesla's Humanoid Robot Venture

Tesla plans to introduce its humanoid robots in its factories starting next year, with broader production aimed for 2026. Tesla will start using robots internally in 2024, with mass production aimed for 2026. This move is part of Musk's strategy to reduce costs amid declining car sales.

Google researchers unveiled NeuralGCM.

It's an AI-powered weather and climate model that combines machine learning with traditional physics-based modeling.

AI Tutorial

🎨 Transform images in seconds with Freepik Expand

The Rundown: Freepik Expand allows users to seamlessly adapt images when zooming or resizing by filling the gaps with AI.

Step-by-step:

1. Head over to Freepik and upload any image.

2. Choose an aspect ratio and adjust on the canvas.

3. Add a prompt for custom fills, hit “Expand” and select your favorite generated image.

4. Enhance your image with Freepik’s AI tools: Upscaler for sharper details, Retouch for edits, and Reimagine for variations.

🔥Top AI tools to increase productivity: 

1. Competitor Research keeps you ahead of the game by monitoring your rivals’ websites and social media

2. Undress AI offers a compelling solution for digital image transformation, driven by advanced AI

3. Tablepad – Connect any data source and ✨ magically generate stunning charts, transform data, and get insights with AI.

4. Context Data automates the process and time to deploy data platforms

5. Secta Labs – Reinventing Photography with authentic AI.

6. Clarity AI is a state-of-the-art AI Image Upscaler & Enhancer that supports upscaling from 64px to 37 megapixels

7. HomeStage lets you upload a picture and our AI will add furniture within seconds.

8. ChatMaxima is a Conversational Marketing SaaS platform that revolutionizes the way businesses connect with customers

View our database of all the best AI tools for your needs: aitoolsup.com

Have cool resources to share? Submit AI tool

A.I. Generated Image of the Day

👀 Thanos playing Kabaddi with Avengers

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