“Low-code machine learning is gaining popularity with tools like PyCaret, H2O.ai and DataRobot, allowing data scientists to run pre-canned patterns for feature engineering, data cleansing, model development and statistical performance comparison. However, often the missing pieces of these packages are patterns around responsible AI that evaluates ML models for fairness, transparency, explainability, causality and more.”…
Month: April 2022
IBM Was Once King of AI. CEO Arvind Krishna Is Trying to Reclaim That Title
– “Artificial intelligence is the only technique that we know that can harness and harvest all of the data that’s being produced. We know there is incredible value in all of it. Without AI, you might be able to get to 1% of it. Winning Jeopardy was really a milestone. It really put AI on…
How business intelligence aids digital transformation process
“BI tools quickly and efficiently collect pre-determined sets of data from enterprise systems such as Customer Relationship Management (CRMs), financial management platforms and Human Resource Management System (HRMs). In addition, Robotic Process Automation (RPA) and AI-powered bots can scrape website, spreadsheets and other documents for additional data, both structured and unstructured. For decades, BI could…
How AI is Changing Digital Marketing
“For those of us working in the realm of digital marketing, the impact has become even more clear over the last few years. To put things into perspective, 61% of marketers say AI is the most important aspect of their data strategy, according to MemSQL. Have you ever searched for a particular product and then…
5 applications of Artificial Intelligence that are disrupting the banking sector
“Artificial Intelligence enables banks to manage record-level high-speed data to receive valuable insights. Moreover, features such as digital payments, AI bots, and biometric fraud detection systems further lead to high-quality services for a broader customer base. Artificial Intelligence comprises a broad set of technologies, including, but are not limited to, Machine Learning, Natural Language Processing,…