Data Science Dojo

JULY 21, 2025

The updated Excel file feeds into Smartsheet automatically, keeping dashboards current, no manual work required. The Excel workbook in SharePoint connects to the Power BI model. A Power Automate flow runs an Office Script daily to refresh all data connections in Excel.

Power BI

Dataconomy

JUNE 10, 2025

For example, a dataset including unnecessary fields like user social media feeds can distract analysts from the data points that really matter. Superfluous data Superfluous data consists of excess or irrelevant information that can complicate the analysis process.

Data Quality

Dataconomy

APRIL 24, 2025

The new ad placement within the Threads feed will be enabled by default for new ad campaigns using Meta’s Advantage+ or Manual Placements. Advertisers on the Manual Placements plan can opt out of the Threads feed. The expansion follows months of testing ads in select markets, including the U.S. Featured image credit

Towards AI

JANUARY 21, 2025

Feed Forward1.8 Feed Forward of Attention Block2.7 we see that the output of the attention block is normalized (Layer Norm), fed into a neural network (Feed forward), softmaxed, and finally runs through a multinomial distribution. Table of contents Part 1: Concept of transformers 1.1 Introduction to Transformers1.2 Layer Norm1.7

Algorithm

Flipboard

MAY 4, 2025

But on another level, maybe it isn't; all the image and text generators that have exploded in popularity over the last few years work under the same principle of feeding in a gigantic pile of data and letting statistical systems mine it for patterns that can be reproduced.

AI

Towards AI

NOVEMBER 10, 2024

The authors propose to use mixup as a way to compress information from two images into one, then feed the mixed image to the teacher and student models for KD. Mixup has been shown to improve the generalization of neural networks. Mixup Data Augmentation [6]. λ is used to control the magnitude of mixup.

AI

AssemblyAI

DECEMBER 18, 2024

Users can publish their own audio/video feeds and subscribe to other participants' feeds in order to build, for example, a video conferencing application. These streams are commonly audio or video stream, but any arbitrary data stream can be used. Additionally, users can subscribe to streams published by other users.

Python

phData

NOVEMBER 7, 2024

The core of this block consists of multi-head self-attention (MSA) and feed-forward network (FFN) layers, alternating with layer normalization. This attention mechanism captures the relations between different patches globally, followed by pointwise feed-forward layers (MLPs) to refine the representations.

Natural Language Processing

Towards AI

JULY 6, 2025

Welcome to the world of context engineering, where the magic lies not in changing a model’s weight but in feeding it exactly what it needs to thrive. Let’s Talk Context If you’ve ever been frustrated by vague, robotic answers from AI, there’s a good chance the problem wasn’t the model but the context.

AI

Dataconomy

JULY 16, 2025

In the context of feed-forward fully connected neural networks, phase transitions in the network’s generalization ability, contingent on the availability of more training samples, were studied as early as 1992 and 1993, with their existence proven mathematically rigorously in 2007.

AI

Data Science Dojo

JULY 23, 2025

They generate one token at a time, feeding each predicted token back as input, continuing until a stopping condition is met. Embeddings turn tokens into mathematical vectors, enabling the model to recognize semantic relationships and perform operations like similarity comparisons or analogy reasoning. Q4: Can LLMs be fine-tuned?

Supervised Learning

AWS Machine Learning Blog

FEBRUARY 13, 2025

RSS is a web feed that allows publications to publish updates in a standardized, computer-readable way. On our website, users can subscribe to an RSS feed and have an aggregated, categorized list of the new articles. For example, in one of our RSS feeds, we have a lot of different articles that rate products.

AWS

Analytics Vidhya

JULY 31, 2025

Traditionally, developers have resorted to complex prompt engineering or retrieval pipelines to feed […] The post The Only Guide You Will Ever Need For Model Context Protocol (MCP) appeared first on Analytics Vidhya. However, effectively providing relevant context to these models remains a challenge.

Analytics

Flipboard

JULY 3, 2025

But AI chatbots are also influenced by algorithmic content mediation, just like social media feeds, creating similar echo chambers in addition to problems unique to chatbots, such as sycophantic behavior. They are, on one hand, more similar to traditional print and broadcast news sources with centralized information streams.

AI

The MLOps Blog

DECEMBER 26, 2024

The key idea is to feed a harmful instruction into the system by hiding it within a websites code.Consider a scenario where your program crawls websites and feeds the raw HTML to an LLM on a daily basis. The rendered page looks normal to you, with no obvious signs of anything wrong.

Database

Dataconomy

JUNE 6, 2025

At the same time, you cannot feed just any data to the model, as bad data can hinder its capabilities instead of improving them. By recognizing bad content, structuring usable data, and assisting with other major tasks of web data collection, AI tools feed and fuel themselves. Checking the usability of data manually is not an option.

AI

Dataconomy

JUNE 25, 2025

Data ingestion The foundation of stream processing lies in data ingestion, where multiple data sources feed information into a processing engine. Common sources include: Social media: Captures user interactions and trends as they happen. Sensors: Generates continuous data points, particularly in IoT environments.

Apache Kafka

Pickl AI

JULY 9, 2025

Think of it like feeding a child one spoonful at a time. If you feed too much at once (large batch size), the child may not digest well. If you feed too little (very small batch size), the child takes forever to finish the meal. Batch size helps the model “digest” data efficiently and learn better.

Deep Learning

Dataconomy

JUNE 18, 2025

Traditional two-tier architecture Historically, data management relied on a two-tier architecture, wherein data lakes served as initial storage solutions, followed by selective feeding into data warehouses for analysis. This process often led to inefficiencies and processing delays, complicating data accessibility and timely analytics.

Data Lakes

Towards AI

JULY 9, 2025

Finally, DataLoaders are set up to feed images into the DINOv2 model, ensuring consistent pre-processing and efficient batching of images and labels. Image Data Loading to DINOv2 model To prepare our data for feature extraction, we use timm’s convenient utilities to define image transforms based on the model’s data configuration.

K-nearest Neighbors

Dataconomy

DECEMBER 4, 2024

Plus, thanks to Spotify’s new sharing integration with TikTok, you can now post your Wrapped results directly to TikTok’s feed. And as you post it across your social feeds, remember, it’s all about celebrating the music that moved us, made us think, and maybe even defined us. Image credits: Spotify

AI

Flipboard

JUNE 23, 2025

For that, we can feed a series of new prompts to the LLM, which will generate output sequences. Training an original LLM The trained reward model is then used to train the original LLM. Then the input prompts, along with the output sequences, are fed to the reward model to estimate how good those responses are.

Artificial Intelligence

Dataconomy

JULY 7, 2025

Storage of diverse data types This flexibility means that everything from transactional data to social media feeds can be captured and stored in a data lake. They can store both structured and unstructured data without the need for prior processing, which gives organizations the freedom to explore data in its raw form.

Data Lakes

ODSC - Open Data Science

NOVEMBER 27, 2024

By having quick access to visualization tools plus feeds from NASA and NOAA, recovery operations could respond effectively by routing aid equipment, avoiding blocked infrastructure revealed in the grassroots maps. By combining open satellite imagery, sensor data, and crowdsourced social media feeds, this is within reach.

Data Science

FlowingData

APRIL 24, 2025

It’s difficult to say the direct cause of the drops, because there’s no transparency into the feed algorithm, but at the very least, they appear related to Musk activities. Thompson shows the drops through average daily views on X for three such users.

Algorithm

KDnuggets

JUNE 25, 2025

Users can feed their own documents into it, and the new Gemini 2.5 You can see what it looks up and how it organizes ideas, and it can even produce audio summaries and interactive Canvas elements (quizzes, visuals) from the content. Flash model provides faster and more comprehensive analysis.

Natural Language Processing

Dataconomy

NOVEMBER 6, 2024

The process works by feeding both models the same data, and the smaller one learns to produce similar outputs to those of the larger model. Knowledge distillation Knowledge distillation, introduced by Hinton et al.

AI

ODSC - Open Data Science

JUNE 11, 2025

The architecture mimics LLM design but processes sequential numerical data rather than text: Uses residual blocks to embed time series patches Applies positional encodings to retain temporal order Feed embeddings into transformer layers Outputs multi-point forecasts from the decoder head Importantly, these models are trained directly on time series (..)

Natural Language Processing

Flipboard

JULY 17, 2025

Primary Sidebar Email Facebook Pinterest RSS Twitter Top News 10 Mind-Blowing Ways AI Agents Are Solving Real-World Problems Context Rot and Overload : How Feeding AI More Data Can Decrease Accuracy Why Your Brain Deserves Better Than a To-Do List : Meet Ponder Is the Nothing Phone 3 Worth It? Learn about our Disclosure Policy.

AI

AssemblyAI

NOVEMBER 14, 2024

The browser-based platform, for example, allowed Veed to feed all videos through a professional language-based model, like AssemblyAI, and generate a text transcript of exactly what was happening in the video.    “Once transcribed, all the video is is just a bunch of text and that's really exciting.

AI

Pickl AI

JULY 29, 2025

Social Media Platforms leverage pipelines to personalize content feeds, target advertising, and detect and remove inappropriate content. Healthcare In healthcare, pipelines are used for tasks like medical image analysis to detect diseases and for predicting patient outcomes.

Machine Learning

insideBIGDATA

DECEMBER 18, 2024

Crusoe, the vertically integrated AI infrastructure provider, announced it has closed a $600 million Series D funding round. The investment was led by Founders Fund, with participation from new and existing investors, including Fidelity, Long Journey Ventures, Mubadala, NVIDIA, Ribbit Capital, and Valor Equity Partners.

AI

Dataconomy

APRIL 28, 2025

The new tools analyse AI models’ sentiment towards companies by feeding text prompts to chatbots and ranking brands accordingly. . “This is about recognising large language models as the ultimate influencer,” said Jack Smyth, partner at Brandtech.

AI

AWS Machine Learning Blog

OCTOBER 23, 2024

Automating market intelligence insights A global telecommunications company used Agent Creator to process a multitude of RSS feeds, extracting only business-relevant information. This data was then integrated into Salesforce as a real-time feed of market insights.

AI

Pickl AI

JANUARY 12, 2025

Data forms the backbone of AI systems, feeding into the core input for machine learning algorithms to generate their predictions and insights. How they Intersect in Modern Applications Many of these data-driven and AI-driven approaches have begun further to reinforce each other’s strengths in modern applications.

Artificial Intelligence

insideBIGDATA

NOVEMBER 1, 2024

In this contributed article, engineering leader Uma Uppin emphasizes that high-quality data is fundamental to effective AI systems, as poor data quality leads to unreliable and potentially costly model outcomes.

Data Quality