Data

Prediction vs. Search Models: What Data Scientists Are Missing

As data scientists, we’ve turn out to be extremely focused on constructing algorithms, causal/predictive models, and advice systems (and now genAI). We optimize for accuracy, fine-tune hyperparameters, and search for the subsequent big fancy...

Are Foundation Models Ready for Your Production Tabular Data?

are large-scale AI models trained on an unlimited and diverse range of information, comparable to audio, text, images, or a mix of them. For this reason versatility, foundation models are revolutionizing Natural Language...

Preparing Video Data for Deep Learning: Introducing Vid Prepper

to preparing videos for machine learning/deep learning. As a consequence of the scale and computational cost of video data, it's vital that it's processed in as efficient a way possible to your use...

Data Visualization Explained: What It Is and Why It Matters

attract all of the hype today inside data science, but I’d argue they’re each secondary to a more vital—and often-ignored—section of the sector. When coping with data, there are two essential steps: Processing and analyzing...

From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples

my first n8n workflow, as a knowledge scientist, it felt like I used to be cheating.I could connect with APIs without reading 30-page docs, trigger workflows from Gmail or Sheets, and deploy something...

The Crucial Role of Color Theory in Data Evaluation and Visualization

, I discovered myself wondering why some dashboards immediately grabbed my attention, while others just felt flat. A giant a part of that magic is color. As basic because it sounds, it plays a...

Is Your Training Data Representative? A Guide to Checking with PSI in Python

To get essentially the most out of this tutorial, you must have a solid understanding of the right way to compare two distributions. For those who don’t, I like to recommend testing this excellent...

3 Questions: The professionals and cons of synthetic data in AI

    MIT News,  Q:How are synthetic data created?A: Synthetic data are...

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