Aditya KumarTPOT: Tool to create and optimize ML pipelines.Few days back I had a requirement to choose the best algorithm for a set of data to perform regression. I had read a lot about Auto-Sklearn…2 min read·Mar 19, 2024----
Aditya KumarDeep Learning to detect cracks in walls.Classification is one of the common uses of Deep learning, where it's used to identify one among the two. In this article, we will try to…7 min read·Jan 2, 2024----
Aditya KumarMissing values in data?One of the major problems that comes across data professionals while working with large sets of data is missing values in the dataset…5 min read·Aug 29, 2023----
Aditya KumarAI tools that can save time.List of some AI tools that we can use in our daily routine.3 min read·May 20, 2023--1--1
Aditya KumarData of dateWhile working with the data sets, many times we come across date and time columns. This column may contain the simple date in the…3 min read·Apr 5, 2023----
Aditya KumarPandas Profiling: Quick way to analyze the data.Pandas Profiling is a python library that can help in a quicker understanding of the data. Using this library we will create an HTML page…3 min read·Mar 9, 2023----
Aditya KumarUnderstand your data.As we take our first step towards data scientists, the first data we get is mostly in CSV (Comma separated values) format. CSV and JSON are…5 min read·Feb 20, 2023----
Aditya KumarConfused with Confusion Matrix?Can we go ahead with a model having an accuracy score of 90%?4 min read·Nov 15, 2022----
Aditya KumarImprove Neural Network PerformanceA brief discussion on the improvement of Neural Network.3 min read·Oct 18, 2022----