Damavis Summary of week 20, 2021
Demand forecasting model, a dynamic programming application and a job offer at Damavis
Dynamic programming and the Fibonacci series
Dynamic programming Dynamic programming (DP) is a computer programming method which consists in breaking down a complex problem into smaller problems, usually in a recursive way. Then, these problems are solved one at a time, typically storing the already computed…
Damavis Summary of week 18, 2021
Advanced Airflow, creation of machine learning pipelines and artificial intelligence in supermarkets
Advanced Airflow: Cross-DAG tasks and sensor dependencies
In this article we are going to tell you some ways to solve problems related to the complexity of data engineering itself. An Airflow DAG can become very complex if we start including all dependencies in it, and furthermore, this…
Damavis Summary of week 17, 2021
Simple perceptron, machine learning at airports, and the artificial intelligence act
Simple Perceptron: Python implementation
Artificial neural networks are one of the main lines of study in the field of artificial intelligence today. This family of algorithms allows solving tasks as complex and diverse as image recognition, natural language processing or music generation. The main…
Damavis Summary of week 16, 2021
Weekly summary: Working at Damavis, the importance of open source software, and progress in artificial intelligence
Why a Data Scientist should know Data Engineering
Today, we would like to share with you how useful it could be for a data scientist at Damavis to have a good understanding about data engineering. For those of you who have a background in statistics and mathematics and…
Damavis Summary of week 15, 2021
Compilation of the news and news shared this week in our networks at Damavis
Application of Survival Analysis to price changes
Survival analysis to price changes - Using survival analysis to estimate probabilities of price change