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Tommy DANGerous profile picture

Tommy DANGerous

Engineer / ex-Airbnb

Education

UC Berkeley

Work

ex-Airbnb

All 51 comments

League of Legends rank(ing) guide

LOL this is awesome!

Music genre classification

Is this why Spotify always sends me such dope beats?

Machine learning (ML) applications: customer churn prediction

Everyone has users. Everyone wants 100% retention. Everyone n...

Feature Engineering - Expand category column

This is one of the feature engineering techniques I use for a...

Machine learning (ML) applications: ranking

Did fortune tellers back in the day just use AI models to pre...

Is the Metaverse the future of technology?

Interesting point. Can you share a few? Just curious.

Is the Metaverse the future of technology?

What are some ideas you have for a killer app?

Is the Metaverse the future of technology?

I think you’re right. The Metaverse is just a digital univers...

Is the Metaverse the future of technology?

I think AR will become first widely adopted. Then VR will fol...

Is the Metaverse the future of technology?

First, it’ll start with AR. As more high powered VR headsets ...

Is the Metaverse the future of technology?

Haha a lot of companies looking into it; Apple, Microsoft, FB.

Is the Metaverse the future of technology?

The Metaverse will produce unfathomable quantities of data. H...

Guide to Churn Prediction : Part 4 — Graphical analysis

So good. This is great for DIY churn. Or you can skip the blo...

How is AI being used to fight against cyber attacks?

Cyber warfare is a big deal. It isn’t considered a normal att...

How is AI used to generate music?

🤷

How is AI used to generate music?

lol

How is AI used to generate music?

Becoming a DJ just got easier.

How AI is used for mental health therapy

This is very much needed.

How is AI being used in space exploration?

A lot of science fiction stories use AI or augmented humans t...

Guide to Model Metrics - Part 1: Matrix performance

Confusion matrices can be confusing at first. But once you un...

Guide to Churn Prediction: Part 3 — Descriptive statistical analysis

Churn prevention is so hot right now.

How does AI impact self-driving cars?

Having a Tesla drive you around is one of the most magical fe...

Guide to Churn Prediction : Part 1 — Gather & Clean

A very common and high value use case for ML.

How has COVID accelerated use of AI for mental health?

COVID has had a huge negative impact on mental health.

10 steps to build and optimize a ML model

If you know these steps, then you’re already on your way to b...

Guide to model training: Part 4 — Ditching datetime

Dates are very tricky to work with. But if done right, can ha...

How is AI used for hiring?

Very timely article as it’s currently a buyer’s market. In ot...

Guide to model training: Part 3 — Estimating your missing data

This is very important for maximizing your model’s performanc...

Product developer’s guide to model training: Scaling numerical data

Very helpful techniques all product developers should know.

The Future of Programming: Low Code AI Tools

As a hardcore developer myself, I’ve never been afraid of too...

How to write technical design docs

Writing tech design docs (and any other docs) is super key to...

End-to-end machine learning lifecycle

When I first started off building ML models, it was so hard t...

How to do pull request reviews

Help your team help you. A good process will make it easier f...

Product developers’ guide to customize data for AI - Part 3: Merge multiple dataframes

If you’re a dev in growth, this one is for you!

Technical interviews devs enjoy

I wish all my past interviews were like this. I didn’t pass s...

Product developers’ guide to cross joins

LOL!

Product developers’ guide to cross joins

Love the developer education content!!!

Product developers’ guide to getting started with AI — Part 3: Terraforming dataframes

This article helps get started with feature engineering aka a...

CI/CD: Automating our build and deploy process

I’ve always wondered how startups configure their CI/CD pipel...

Product developers’ guide to getting started with AI — Part 2: Surfing through dataframes

This article is super helpful. Learning Pandas makes working ...

How to use Spark and Pandas to prepare big data

Spark is very mysterious before you actually use it. When you...

A Visualizer for PyTorch Image Transformations

This is super helpful for generating additional training data!

Light Bulb 💡: Machine learning made easy

Really cool to see how to build an AI tool from scratch.

Explorations in Knowledge Distillation

Wow, this is some advanced ML. Thank you for sharing. More on...

Welcome Thread - v138

Fire!!!!

6 things to do as a product developer to accelerate your career

Agree! That‘s why when we "Code more and build things", I be...

6 things to do as a product developer to accelerate your career

So many great lessons!!! These are all applicable to other ca...

How we organize our software development process

"continually bring it up in conversations about upcoming work...

How we organize our software development process

Thanks for sharing!

How we organize our software development process

"While it wasn't in the article, connecting teams back to the...

How we organize our software development process

It’s awesome to see how other companies and more experienced ...

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