AI/ML Techniques

2024 BAIR Graduate Directory

Every year, the Berkeley Artificial Intelligence Research (BAIR) Lab graduates some of the most talented and innovative minds in artificial…

8 months ago

Skewness Be Gone: Transformative Tricks for Data Scientists

Data transformations enable data scientists to refine, normalize, and standardize raw data into a format ripe for analysis. These transformations…

8 months ago

Best Free Resources to Learn Data Analysis and Data Science

Sponsored Content     In my decade of teaching online, the most significant inspiration has been that online learning democratizes…

8 months ago

Harmonizing Data: A Symphony of Segmenting, Concatenating, Pivoting, and Merging

In the world of data science, where raw information swirls in a cacophony of numbers and variables, lies the art…

8 months ago

Beyond SQL: Transforming Real Estate Data into Actionable Insights with Pandas

In the realm of data analysis, SQL stands as a mighty tool, renowned for its robust capabilities in managing and…

8 months ago

Spotting the Exception: Classical Methods for Outlier Detection in Data Science

Outliers are unique in that they often don’t play by the rules. These data points, which significantly differ from the…

8 months ago

Leveraging ANOVA and Kruskal-Wallis Tests to Analyze the Impact of the Great Recession on Housing Prices

In the world of real estate, numerous factors influence property prices. The economy, market demand, location, and even the year…

9 months ago

Garage or Not? Housing Insights Through the Chi-Squared Test for Ames, Iowa

The Chi-squared test for independence is a statistical procedure employed to assess the relationship between two categorical variables – determining…

9 months ago

The Shift from Models to Compound AI Systems

AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such…

9 months ago

Testing Assumptions in Real Estate: A Dive into Hypothesis Testing with the Ames Housing Dataset

In the realm of inferential statistics, you often want to test specific hypotheses about our data. Using the Ames Housing…

9 months ago