"Why should you invest in Continuous Delivery? It's expensive, requires tecnical expertise, time and machines... The problem is that without CD you are walking around with a hole in your pocket and the hole is getting bigger... This presentation focusses on the 3 main reasons why the hole is there... and growing. They are the ABC of Continuous Delivery: - Amplification: Deploying takes more time the longer the time between deploys. - Bugs: Bugs are more costly to fix the longer ago they were introduced. - Cost of Delay (CoD): The longer you take between deploys, the longer your cost of delay In the model we present, one can see the costs of integration and deploy are super linear to the number of changes to integrate. In Software Development, the commits that are not yet in production are inventory... and inventory is waste."…
Segmenting customers with Machine Learning - Julio Martínez
Manage episode 248756791 series 2339548
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"Let's learn about useful Machine Learning algorithms, invoking them from common libraries (pandas & scikit-learn). The session starts with a brief introduction to ML and the different approaches we can apply. After that we will practice exploring real datasets, cleaning and optimizing the data, and using ML algorithms to find hidden insights. NO need to know about maths, machine learning, nor python; this is an introductory but profitable workshop!"
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