Software - Karachi, N/A, PK
DataAlp is neural network (deep learning) based solution for autonomous data driven optimization. It comes from realization of how increased computational abilities have allowed techniques like neural networks to precisely learn, analyze, model and make predictions using data. These powerful data tools have created a paradigm shift, from simply knowledge being power to omnipotence of data. However, even with data being readily available in almost every big/small organization or entity, not everyone has the resources or skills to extract valuable insights. DataAlp aims to catalyze this transition towards the data driven optimization by making data analysis a greener, simpler, autonomous and a free process for all.DataAlp is an environmental friendly approach to data driven optimization. The website is not linked to any database at the backend, as they are the highest contributor to emissions within the IT industry and will contribute upto 14% of total emissions by 2040. Without a database, all the uploaded datasets are read as pandas data frame and then passed down to the algorithms to turn your dataset in to a story. All this while all the pdfs objects are created in memory stream and merged together as a memory file, which is then emailed to you and the memory stream/files are closed to keep no record of the created files. This offers both the necessary data confidentiality to the user and eliminates the need for a database. Furthermore, DataAlp makes use of automation to provide reliable data science services for free, reducing the reliance and need for everyone to acquire data science skills for extracting valuable insights from their datasets. This can help in reducing a portion of energy consumption/money that goes into acquiring data science skills around the world, especially in the third world countries where every socio/economic sector can benefit from easily and cheaply available data driven optimization resources.
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