Globose Technology Solutionsgtsai.hashnode.dev·Jul 23, 2024Navigating the Path to Excellence: A Comprehensive Guide to AI Data Collection StepsIn the dynamic world of artificial intelligence (AI), the success of any AI model hinges on the quality and relevance of the data used to train it. Collecting this data is a multifaceted process that requires careful planning, execution, and validati...ai datasets
Enis Jesugbogogbanalytics.hashnode.dev·Jun 29, 2024The Critical Error I Made When Observing My Data (Don't Make The Same)First glance at a dataset is not always what it seems. You'd have to perform basic analysis to properly understand the data before drawing any conclusion. This was my experience with the Retail Dataset on Kaggle, a task I undertook with the HNG Inter...data analysis
Priti Solankicuriousmind.hashnode.dev·May 24, 2024How to work with hugging face datasetsTo effectively fine-tune a model on the GLUE SST2 dataset from Hugging Face, I'll start with an exploratory analysis to gain insights into the data's characteristics. Let's load the dataset Get detailed information about the dataset. How many rows ...datasets
Sanika Nandpuresanikanandpure.hashnode.dev·May 19, 2024the problem with skewed datasetsA skewed dataset is a dataset where the outputs are not evenly split. In other words, if our dataset has 10 training examples, 8 of them have an expected output y-hat of 1 whereas only 2 of them have an expected output of 0. In this case, the error m...skewed datasets
Binal Weerasenabinalweerasena.hashnode.dev·Mar 7, 2024Strategies for Handling Missing ValuesIn the domain of Data Mining, it is quite important to handle the missing values and outliers in a dataset since it would immensely affect the data analysis and the business decisions if not properly taken care of. Although it seems negligible for be...54 readsData Science
Sumit Mondalsumit007.hashnode.dev·Dec 12, 2023Unveiling the Power of Azure: A Journey into Open DatasetsIntroduction In the ever-evolving landscape of technology, data has become the lifeblood of innovation. Harnessing the potential of vast datasets is crucial for businesses and researchers alike. Microsoft Azure, a cloud computing platform, offers a t...1 likeAzure - TheoryAzure
Emirhan AkdenizforSerpApiserpapi.hashnode.dev·Aug 13, 2022Meta LearningThis is a part of the series of blog posts related to the automated creation of Machine Learning Models, and Datasets used for training Neural Networks, and Model Agnostic Meta-Learning. If you are interested in the background of the story, you may s...Machine Learning
