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Recent Articles
Bayes Data Science Hacks - Customizing in Depth with Matplotlib
There are a lot of good information sources for data scientists out there. Plenty of articles online will teach you regression with Sklearn, working with data frames in Pandas or basic neural network architectures in Tensorflow. In our new series ...Esports is a billion dollar industry - why is the legitimacy of esports still a topic in 2021?
As Sweden fails to acknowledge esports as an elite sports event, Valve look to host The International 10 elsewhere. Every year since 2011, millions of Dota 2 fans gather in early August to spectate the most prestigious and well-paid esports ...Seasonality in Esports
...or how I learned to stop worrying and love the uncertainty (This article was first published on SBC News under the title Bayes Esports: Predicting the unpredictable with esports events.) If something is seasonal, it means that it fluctuates ...What is the risk of unreliable data?
Looking back at the numbers behind the previous Dota2 patch!
The latest ‘big’ Dota 2 patch, Mistwoods, just came out - at a time when it seemed like the Dota community was at a breaking point of anticipation. With it comes a new hero - Hoodwink (an adorable squirrel-fox-ferret looking nutty creature which ...
Popular Articles
Looking for data samples? Here you go!
Data samples would be helpful to understand the overview. This will give details about the events in a complete match. the messages are numbered {sequenceId}.json so you can process them in-order easily. We have attached the data samples: - LOL ...What are the Odds? Pricing Comebacks in Counter Strike
What are the odds? Imagine you're a bookmaker, or better yet, a trader. The day is May 15 2020, the game is Counter Strike: Global Offensive. G2 Esports are facing Team Vitality in the lower bracket final of the prestigious ESL One: Road to Rio EU ...May the Best Team Win? A Deep Dive into the League of Legends LEC 2020 Format
The finals of the LEC 2020 happened this past weekend, with G2 being crowned winner for the second year in a row. The top three teams - one more than 2019 - will participate in Worlds this year, while the fourth-placed MAD Lions will be in the ...Challenges facing the Industry
a look at the top ten hurdles in esports What does the industry need? The simple answer is easy and complete access to data. But in order to understand why this is the fundamental need for the industry, the current situation has to be examined. The ...A Gentle Introduction to Betting Odds
One of the core businesses of Bayes Esports is creating betting odds for our shareholder Sportradar. At least, that's what we usually say to keep things simple. The reality is, we have never created odds in our entire existence! Instead, we deal with ...