top of page
קאבר אליפסה (1)_edited.png

Expanding your horizon,

one shot at a time

In each shot we'll dive into a different data science challenge, demonstrating tools, concepts and methodologies.

So what's a shot? It's a single video shot that starts with an empty Jupyter Notebook, and finishes with a working solution.

Join the learning!

newsletter
new shot

Shot #

18

Exploratory Data Analysis - Crimes

Exploratory Data Analysis (EDA) is like being a detective 🕵️ - piecing together clues to uncover hidden stories in the data! In this shot, we dive into real crime data from cities across Israel, containing stats over time and across different crime categories. The dataset wasn’t exactly squeaky clean, but we rolled up our sleeves, tackled the mess, and uncovered some fascinating insights. One of the key mysteries we explored: is there a connection between the social rank of a given city and its crime rate? The twists and turns of the data revealed patterns that might surprise you! Spoiler alert: no actual murderers, just intriguing correlations and patterns! 🕵️‍♂️ Join us as we solve the mystery, share our discoveries, and make sense of the messy data world.

Past Live Events

The Hosts

Yoel Zeldes

Algorithm Developer

  • LinkedIn
Roei Shor Photography-134.jpg

Almost two decades of experience as a software engineer and algorithm developer in various domains, including NLP, recommender systems, vision, and cybersecurity.

I am passionate about good quality code, interesting ideas and sophisticated algorithms. I love encountering elegant equations while trying to solve real-life problems.

Shuki Cohen

Data Scientist

  • LinkedIn
Roei Shor Photography-146.jpg

Seasoned Data Scientist with an emphasis on NLP, classical ML, visualization and experimentation.

 

Driven by great passion for the field, I am inspired by unintuitive insights and inferences made by smart algorithms. In my talks, I try to convey my typical spirit and enthusiasm while delivering crisp takeaways.

You can contact us at
oneshotlearningchannel@gmail.com

bottom of page