Machine Learning

Image by Author | ChatGPT   # Introduction  Feature engineering gets called the ‘art’ of data science for good reason — experienced data scientists develop this intuition for spotting meaningful features, but that knowledge is tough to share across teams. You’ll often see junior data scientists spending hours brainstorming potential features, while senior folks end up …

AI-Powered Feature Engineering with n8n: Scaling Data Science Intelligence Read More »

Science Published 7 August 2025 Authors The Perch Team Our new Perch model helps conservationists analyze audio faster to protect endangered species, from Hawaiian honeycreepers to coral reefs. One of the ways scientists protect the health of our planet’s wild ecosystems is by using microphones (or underwater hydrophones) to collect vast amounts of audio dense …

How AI is helping advance the science of bioacoustics to save endangered species Read More »

In Part 3.1 we started discussing how decomposes the time series data into trend, seasonality, and residual components, and as it is a smoothing-based technique, it means we need rough estimates of trend and seasonality for STL to perform smoothing. For that, we calculated a rough estimate of a trend by calculating it using the …

Time Series Forecasting Made Simple (Part 3.2): A Deep Dive into LOESS-Based Smoothing Read More »

Image by Author | Ideogram   # Once Upon a Time…  Data storytelling can be defined as the process of communicating insights from data through a compelling and structured narrative, turning raw figures and analytics into meaningful, captivating, and actionable stories. Data storytelling plays a crucial role in organizational and business decision-making, serving as a cornerstone …

The Importance of Visualization in Data Storytelling Read More »

Acknowledgments Genie 3 was made possible due to key research and engineering contributions from Phil Ball, Jakob Bauer, Frank Belletti, Bethanie Brownfield, Ariel Ephrat, Shlomi Fruchter, Agrim Gupta, Kristian Holsheimer, Aleks Holynski, Jiri Hron, Christos Kaplanis, Marjorie Limont, Matt McGill, Yanko Oliveira, Jack Parker-Holder, Frank Perbet, Guy Scully, Jeremy Shar, Stephen Spencer, Omer Tov, Ruben …

Genie 3: A new frontier for world models Read More »

year, I wrote about my first 3-month manager experience. I shared some of the immediate changes I noticed, including more meetings, mentoring and coaching opportunities, a broader scope, and increased visibility into the behind-the-scenes work. Time flies, and I have now been a manager for a full year. It is a busy year as I …

From Data Scientist IC to Manager: One Year In Read More »

Image by Author | Canva   # Introduction  Traditional debugging with print() or logging works, but it’s slow and clunky with LLMs. Phoenix provides a timeline view of every step, prompt, and response inspection, error detection with retries, visibility into latency and costs, and a complete visual understanding of your app. Phoenix by Arize AI is …

Debugging and Tracing LLMs Like a Pro Read More »

How Deep Think works: extending Gemini’s parallel “thinking time” Just as people tackle complex problems by taking the time to explore different angles, weigh potential solutions, and refine a final answer, Deep Think pushes the frontier of thinking capabilities by using parallel thinking techniques. This approach lets Gemini generate many ideas at once and consider …

Deep Think is now rolling out Read More »

in a sentence provide a lot of information, such as what they mean in the real world, how they connect to other words, how they change the meaning of other words, and sometimes their true meaning can be ambiguous, and can even confuse humans! Image via Unsplash All of this must be figured out to …

Mastering NLP with spaCy – Part 2 Read More »

Sponsored Content      Web data has become a key resource for businesses, whether you’re running a startup or working at a Fortune 500 company. With the market projected to grow at a 13.2% CAGR through 2036, more companies are turning to web scraping solutions to collect and analyze data efficiently. In this blog post, …

Best Web Scraping Companies in 2025 Read More »