by Mani Rautroy | Nov 28, 2023 | Blog, Data Science & AI
Introduction In the rapidly evolving landscape of artificial intelligence, one remarkable area of innovation has been the development of Generative AI (GenAI). These intelligent systems have shown their prowess in creating art, music, and even writing, raising...
by Farid Khan Pathan | Mar 21, 2023 | Blog, Data Science & AI
The term Market Basket Analysis is self-explanatory. In short, it helps find the probability of the items frequently bought together by mining the large volume of transactions for items that were often purchased together. This helps understand the customer better,...
by Krishna Chaitanya Manda | Feb 21, 2023 | Blog, Data Science & AI
What Is Sentiment Analysis? Sentiment analysis involves analyzing the opinions about a product or service expressed in the form of a text and categorizing those opinions to draw meaningful insights. Generally, these opinions are categorized into positive, negative, or...
by Narayana Nemani | Nov 9, 2022 | Blog, Data Science & AI
Time Series Introduction Time series forecasting is predicting an attribute value using time such as the stock price or daily temperature. A typical use case of time series is predicting seasonal data. Time series is a relatively new field in data science. Popular...
by Narayana Nemani | Nov 3, 2022 | Blog, Data Science & AI
Amazon Sagemaker Autopilot is used to build, train and deploy machine learning models. Sagemaker is useful for creating machine learning models without an in-depth knowledge of machine learning. It automatically evaluates the data, creates features and...
by Narayana Nemani | Oct 21, 2022 | Blog, Data Science & AI
Introduction Sagemaker Clarify is a popular tool for analyzing the intrinsic behavior of AI models. Typically it is used to explain model predictions. It is especially useful to understand the behavior of black box models and ensemble models. It is available on the...
by XTIVIA | Jan 21, 2020 | Blog, Data Science & AI
Robotic process automation is an emerging technology used to automate routine business processes with the help of software robots. These robots are configured to work on applications to execute transactions involving vast amounts of data and communication with other...
