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Estimating is a critical part of project planning and controls, involving Quantitative processes to estimate cost, resources, duration, and technical performance. This is a set of articles and documents shared by Glen Alleman. Compendium of Estimating Resources
This post is the continuation of Project approach for a Machine Learning project, and it focus on the schedule of a given project on the context of machine learning. The creation of project schedules is something that can be done if you are able to estimate the efforts and you know the availability of the … Read more
Background and goal This post covers different aspects of a Machine Learning (ML) project, looking at it from the project / program manager point of view. This post is being updated as new feedback is received and new experiences are lived. This post is being divided in different posts as its so large to digest. … Read more
The project approach is defined by the lifecycle of the solution, and here I will focused just on the machine learning side of the project (other sections as infrastructure, education, operations…) will not be reviewed here. What is the lifecycle of a Machine Learning solution? The lifecycle is sequential and in reality is can be … Read more
Let’s start with the basic questions What is the business problem to be solved? What is the situation AS-IS? What are the current pain points you are facing? How are you attending these pain points? Are the causes of the problem identified? What is the problem impact? What is the desired situation TO-BE? What are … Read more
This question is so easy: agile approach. Why? Because it recognizes that the construction of the solution requires different loops. Reason 1: ML models change overtime Machine Learning projects are supported on ML models, and models change overtime. Why do a model change overtime? A model change overtime because the data used to train the … Read more
Why these projects are important? Many statistics say the consumer buys more when multimedia information they consume to decide if to purchase or not, is greater when the it’s provided in the local language. This is not the only situation when you are consuming information where the sender wants your attention (one of the major … Read more
If you have a mine, the cost of obtaining a kilo of gold, aluminum, cooper or whatever, they all measure the cost of obtaining a kilo of the target element. With the machine learning projects, the situation is similar, and the definition of cost of data exploitation is something that should be defined from early … Read more
I love these type of pictures, for my memories and for sometimes use them in real situations.
I do not why, but sometimes I feel identified with this meme. Being a Project Manager is easy, it’s like riding a bike. Except the bike is on fire, you’re on fire, everything is on fire and you’re in hell