How to Build an AutoML System
Microsoft released AI updates for Windows 11, Copilot, and more., OpenAI to build the “iPhone of AI, Amazon bedrock, AI platforms, NoSQL databases, AI tools.
In today’s edition:
🚀Augmenting PostgreSQL with AI using EvaDB
Key Data Science Concepts
Windows 11’s new AI updates 🪟 🔥
📲 OpenAI to build the “iPhone of AI”?
🤖 Amazon’s Bedrock AI generally available
🚀Zapier launches Canvas, an AI-powered flowchart tool
🤖 Microsoft is developing its own LLMs to become less reliant on OpenAI
How to Build an AutoML System 🚀
Augmenting PostgreSQL with AI using EvaDB
In this article, we illustrate how EvaDB seamlessly integrates AI into your PostgreSQL workflows for solving complex data manipulation tasks. In particular, we demonstrate how EvaDB enables AI-powered semantic join between tables that do not directly share a column that can be joined on…
As someone who’s seen both the pre-digital and digital evolution of data science education, I’ve marveled at how platforms like Coursera, edX, Udacity, and DataCamp have democratized access to high-quality resources. For budding data scientists, understanding core concepts is pivotal, and these platforms serve as a lighthouse. Let’s embark on a journey to uncover these crucial concepts that every online learner should be familiar with.
Let’s assume we want to build an enterprise solution to automate the development of Machine Learning models. The user should be able to select a training data set and obtain a trained model ready to be deployed. We will assume that the system is only designed for large datasets, and we only allow for tabular data
PostgreSQL Performance Tuning, Part I: How to Size Your Database
In this four-part series, learn how to fine-tune your PostgreSQL database for performance as your data and query volume grow—starting with properly sizing your CPU and memory.
What Have Language Models Learned?
One of the first of these models, BERT, is trained by taking sentences, splitting them into individual words, randomly hiding some of them, and predicting what the hidden words are. After doing this millions of times, BERT has “read” enough Shakespeare to predict how this phrase usually ends:
Top 20 Artificial Intelligence Platforms for 2023
In 2021 as new updates and improvements take over the field of AI, the ranking of these AI platforms will have to shift. We look at the 20 best artificial intelligence platforms for 2021, and why we think they deserve to be on the list.
Why Chatbots should be a part of your Big Data plan in 2023
In the past, if people wanted something done, they had to do it on their own. This is why acquiring new knowledge is a necessity. These days, however, almost everything can be done with a click of a button – all thanks to big data.
5 Reasons You Should Consider Implementing DataOps
In this article, I’ll explain what exactly is DataOps, the differences between DevOps and DataOps and the top reasons to implement a DataOps model now. Read on to find out more.
Types and Examples of NoSQL Databases
NoSQL databases are growing with very rapid speed because of their exciting features like more flexibility and scalability, schema-free architecture, easy replication support, simple API, consistent / BASE (not ACID), support for big data and more.
🤖 AI News:
The Generative AI Market Map
Unlike last year’s map, we have chosen to organize this map by use case rather than by model modality. This reflects two important thrusts in the market: Generative AI’s evolution from technology hammer to actual use cases and value, and the increasingly multimodal nature of generative AI applications.
Zapier launches Canvas, an AI-powered flowchart tool
Zapier today announced the launch of Canvas, a new tool that aims to help its users plan and diagram their business-critical processes — with a fair bit of AI sprinkled in there to help them turn those processes into Zapier-based automations.
Mark Zuckerberg and Lex Fridman conduct the first ever interview in the Metaverse.
Mark Zuckerberg and Lex Fridman conduct the first ever interview in the Metaverse. Video shows remarkable improvement in quality over last year’s demo.
Windows 11’s new AI updates 🪟 🔥
Microsoft introduced new updates for Windows 11. This comes with updates for Microsoft 365, Bing, Surface, Microsoft Copilot, and more.
1/ Microsoft Copilot: Its AI assistant launched in Windows 11.
2/ Microsoft Paint: It features a new text-to-image generation tool called Cocreator.
3/ Clipchamp: It’s a new video editing tool with AI features like Auto Compose to streamline editing and storytelling.
4/ Snipping Tool: It now includes audio and mic support, along with new text actions like text extraction and redaction.
5/ Photos App: It has new AI-powered enhancements like background blur and advanced search functionalities for photo management and editing.
6/ Narrator: Its AI-powered voice access capabilities expanded to include several more languages.
7/ Windows 365: It features AI-powered recommendations in File Explorer and Start that optimize your experience as it learns your habits.
Microsoft is developing its own LLMs to become less reliant on OpenAI.
Microsoft research chief Peter Lee has tasked "many" of the company's 1,500 researchers with developing conversational AI systems that are smaller and cheaper to run, though they are likely to be less capable than GPT-4.
Four-legged robots from Carnegie Mellon University perform parkour.
They’re able to perform complex moves autonomously. Humans can perform parkour by traversing obstacles in a highly dynamic fashion requiring precise eyemuscle coordination and movement.
OpenAI to build the “iPhone of AI”?
OpenAI, advancing in its ambitious endeavors, is reportedly in high-level discussions with former Apple designer Jony Ive and tech behemoth SoftBank to fuel a $1 billion project aimed at crafting the “iPhone of artificial intelligence”.
Amazon’s Bedrock AI generally available
Amazon GAs Bedrock, which allows users to access and utilize generative AI models from both Amazon and third-party partners. This service, available via an API, enables AWS customers to build and tailor applications using these AI models. Bedrock also facilitates the creation of AI "agents" that can automatically handle tasks such as booking travel, managing inventory, and processing insurance claims.
Commercializing AI in healthcare
Venture capital firm a16z discusses the potential applications of AI in enterprise healthcare, using Clay Christensen's "Jobs to be Done" framework. They highlight that healthcare tasks in enterprise settings are particularly well-suited for AI due to their complexity and the need for real-time decision-making.
Google’s Bard chatbot can now find answers in your Gmail, Docs, Drive
Google’s AI chatbot can now answer questions based on the information it finds in your Gmail inbox and Drive storage.
Intel kickstarts the AI PC era
Intel is making a significant push into AI with its 14th-gen Core chip, Meteor Lake, which includes AI inferencing engines. The goal is to ship 100 million "AI PCs" by 2025. The Core Ultra chip uses Intel 4 process technology and includes an AI inferencing engine (NPU) to bring AI capabilities to PCs.
🔥AI tools supercharge your productivity:
Chatio allows you to easily create a ChatGPT chatbot that takes care of all customer support questions on your website.
Horizon Hub is a robust platform dedicated to providing comprehensive, data-driven market reports
SmartBot is an AI-powered chatbot solution tailored exclusively for Shopify merchants.
Monterey AI: Turn millions of data points into instant insights.
Glimpse is a browser extension that understands any site you visit. Read faster, write better & surf smarter.
GiveFlag is an AI platform that accelerates business processes by automating tasks in operations and transactions.
Môveo AI introduces personalized AI virtual agents powered by cutting-edge NLP and Generative AI.
AskCodi, the ultimate coding companion, empowers developers with interactive workbooks, real-time chat support
View our database of all the best AI tools for your needs:
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🔨 Data Tools
Superflows
Open-source toolkit to build an AI copilot for SaaS products.
HyperDX
HyperDX helps engineers figure out why production is broken faster by centralizing and correlating logs, metrics, traces, exceptions and session replays in one place. An open source and developer-friendly alternative to Datadog and New Relic.
Catala
Catala is a domain-specific language for deriving faithful-by-construction algorithms from legislative texts.
gnaro
A proto-database inspired by SQLite, written in C for educational purposes.
ElectricSQL
Local-first sync layer for web and mobile apps. Build reactive, realtime, local-first apps directly on Postgres.
tldraw
A collaborative digital whiteboard.
awesome-bun
A curated list of awesome things related to Bun.
uDSV
A faster CSV parser in 5KB (min).
🧠AI Image of the day
Is this AI or not? This is the first thing I've ever seen where I can't tell if it's AI or not and it's really bugging me, help! (source)
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