Valkey: The Open Source Alternative to Redis
🦾Plus: 🤖 xAI and Elon Musk unviel Grok 1.5, 🦓 AI21 Labs unveils open-sourced Jamba
In today's edition:
🔍PHP Vs Javascript: Tech For Your Next Big Project
🌊Hydro: Adaptive Query Processing of ML Queries
🛠Implementing LoRA From Scratch for Fine-tuning LLMs
📊 Data Analytics - Life is Short, I Use Python!
🤖 xAI and Elon Musk unviel Grok 1.5
🦓 AI21 Labs unveils open-sourced Jamba
🤖 Data Tools
PHP Vs Javascript: The Right Tech For Your Next Big Project
Confused about whether you should hire PHP developers or JavaScript developers? We’re here to clear your confusion. In the next five minutes, we’ll help you decide the winner of the PHP vs JavaScript battle. The article will compare 10 aspects of the two programming languages
Applied Machine Learning for Tabular Data
This is a work in progress. We want to create a practical guide to developing quality predictive models from tabular data. We’ll publish materials here as we create them and welcome community contributions in the form of discussions, suggestions, and edits.
Valkey: The Open Source Alternative to Redis Backed by AWS, Google, Oracle
Valkey is a high-performance data structure server that primarily serves key/value workloads. It is an open-source fork of the popular Redis data store. The project started as Redis Labs, the company behind the original Redis codebase, changed Redis to more restrictive licensing.
Hydro: Adaptive Query Processing of ML Queries
Query optimization in relational database management systems (DBMSs) is critical for fast query processing. The query optimizer relies on precise selectivity and cost estimates to effectively optimize queries prior to execution. While this strategy is effective for relational DBMSs, it is not sufficient for DBMSs tailored for processing machine learning (ML) queries. In ML-centric DBMSs, query optimization is challenging for two reasons.
Implementing LoRA From Scratch for Fine-tuning LLMs
In the pre-LLM era, whenever someone open-sourced any high-utility model for public use, in most cases, practitioners would fine-tune that model to their specific task.
Data Analytics - Life is Short, I Use Python!
For those beginning their journey in Python or looking to expand their toolkit, here's a concise guide to the Python libraries that will streamline your data science projects:
25 YC companies that have trained their own AI models (Twitter/X Thread)
Here's a list of 25 YC companies that have trained their own AI models. Reading through these will give you a good sense of what the near future will look like.
Java 22: Making Java More Attractive for AI Apps/Workloads
Oracle has released Java 22, the latest version of the popular programming language and platform, and is gearing it up for AI use cases.
🦓 AI21 Labs unveils open-sourced Jamba
AI21 Labs just introduced Jamba, an open-source AI model that merges the Mamba Structured State Space (SSM) architecture with components of traditional transformer architecture, creating a powerful hybrid system.
🤖 xAI and Elon Musk unviel Grok 1.5
xAI just announced Grok-1.5, the latest iteration of its open-source large language model, boasting improved reasoning capabilities and a massive 128,000 token context length.
🔥Top AI tools to increase productivity:
Dittto is the only AI trained on high-converting SaaS websites and fine-tuned by pro copywriters.
Inline Help – the ultimate solution for proactive support that anticipates and addresses customer questions before they even ask.
AI Wedding Toast - Wedding speeches last forever!
🚀 Leiga - AI project management
📽️ Dollars Mocap - Create realistic animations
🗣️ Sonantic - AI-generated voice overs
👨💻 Data Tools, Libraries
SQLite Schema Diagram Generator
A properly normalized database can wind up with a lot of small tables connected by a complex network of foreign key references. Like a real-world city, it's pretty easy to find your way around once you're familiar, but when you first arrive it really helps to have a map.
Spice (GitHub Repo)
Spice is a runtime that makes querying data by SQL across one or more data sources simple and fast. It provides developers with a unified SQL query interface that can locally materialize, accelerate, and query data tables sourced from any database, data warehouse, or data lake
👉If you love reading this newsletter, feel free to share it with friends!