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PostgresML: Streamlining AI Model Deployment

In the age of Big Data and Artificial Intelligence (AI), effectively managing and deploying machine learning (ML) models is essential for businesses aiming to leverage data-driven insights. PostgresML, a pioneering framework, seamlessly integrates ML model deployment directly into PostgreSQL, a widely used open-source relational database management system. This integration facilitates the effortless deployment and execution of ML models within the database environment, eliminating the need for intricate data pipelines and…

Anatomy of a Polars Query: A Syntax Comparison of Polars vs SQL

Transitioning from Pandas to Polars the easy way — by taking a pit stop at SQL.Continue reading on Towards Data Science » Transitioning from Pandas to Polars the easy way — by taking a pit stop at SQL.Continue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks…

AI vs. Human Insight in Financial Analysis

How the Bud Light boycott and SalesForce’s innovation plans confuse the best LLMsImage by Dall-E 3Can the best AI models today, accurately pick up the most important message out of a company earnings call? They can certainly pick up SOME points but how do we know if those are the important ones? Can we prompt them into to doing a better job? To find those answers, we look at what the best journalists in the field have done and try to get as close to that with AIThe ChallengeIn this article, I look at 8 recent company…

Deep Dive into Vector Databases by Hand ✍︎

Explore what exactly happens behind-the-scenes in Vector DatabasesThe other day I asked my favorite Large Language Model (LLM) to help me explain vectors to my almost 4-year old. In seconds, it spit out a story filled with mythical creatures and magic and vectors. And Voila! I had a sketch for a new children’s book, and it was impressive because the unicorn was called ‘LuminaVec’.Image by the author (‘LuminaVec’ as interpreted by my almost 4-year old)So, how did the model help weave this creative magic? Well, the answer…

Data Science to Implement a Circular Economy

How can you use Data Science to support a Fast Fashion Retailer in Implementing a Circular Economy?(Image by Author)A circular economy is an economic system in which resources are used, reused or recycled in a closed loop instead of being extracted and discarded as waste.What happens to the old clothes you return to your favourite fast-fashion retail store?The aim is to maximize resource use and regenerate products or materials at the end of each life cycle.Processes following clothes return — (Image by Author)They are…

Depth Anything —A Foundation Model for Monocular Depth Estimation

Paper Walkthrough — Depth Anything: Unleashing the Power of Large-Scale Unlabeled DataContinue reading on Towards Data Science » Paper Walkthrough — Depth Anything: Unleashing the Power of Large-Scale Unlabeled DataContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified.…

Seeing is Believing — Deepfakes and How They Warp Truth

Bridging Autoencoders and Media LiteracyContinue reading on Towards Data Science » Bridging Autoencoders and Media LiteracyContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of the content and do not want us…

Large Language Models Just Got A Whole Lot Smaller

And how this might change the game for software startupsContinue reading on Towards Data Science » And how this might change the game for software startupsContinue reading on Towards Data Science » FOLLOW US ON GOOGLE NEWS Read original article here Denial of responsibility! Techno Blender is an automatic aggregator of the all world’s media. In each content, the hyperlink to the primary source is specified. All trademarks belong to their rightful owners, all materials to their authors. If you are the owner of…

5 Best AI CRM Software for 2024

Best overall AI CRM with sales intelligence: Freshsales Best free CRM with AI tool: HubSpot Best for improving sales conversations: Salesforce Best for AI-powered predictive forecasting: Zoho CRM Best for writing emails with AI: Capsule In addition to core and advanced technical offerings, the top customer relationship management software now begin to implement more artificial intelligence features. These AI-powered tools provide valuable automations, insights and analytics that can…

Build a (recipe) recommender chatbot using RAG and hybrid search (Part I)

This tutorial will teach you how to create sparse and dense embeddings and build a recommender system using hybrid searchPhoto by Katie Smith on UnsplashThis tutorial provides a step-by-step guide with code on how to create a chatbot-style recommender system. By the end, you will have built a recommender that uses the user’s open-text input to find matching items through a hybrid search on sparse and dense vectors. The dataset used in this tutorial contains recipes. However, you can easily replace the dataset with one…