Our dependence on data shows no signs of slowing down. We're collecting data directly from customers, appending it from third-party resources, social media, etc. but as many companies have learned, it isn't the quantity of data that matters as much as the quality. To be useful, data must be accurate, complete, valid, unique and structured according to a standardized … [Read more...] about Top 7 Data Quality Trends to Watch for 2023
machine learning
Data Science & Machine Learning: Infusing Quality Engineering Into Enterprise Technology
During the past few years, data science has emerged as a significant aspect of the digital transformation process. It has not only helped shaping the technologies of the future but has even enabled tech firms to stay ahead of time in terms of productivity and process effectiveness. Nevertheless, all of this added productivity and process improvement has even enabled business … [Read more...] about Data Science & Machine Learning: Infusing Quality Engineering Into Enterprise Technology
AI and ML Making EVs a Practical Reality
While the electric vehicle (EV), artificial intelligence (AI) and machine learning (ML) worlds may seem disparate, in reality, they're deeply interwoven and rely on each other to survive. The technological conveniences customers expect already heavily incorporate each other without acknowledgment, and they have plenty of opportunities to streamline customer experiences and … [Read more...] about AI and ML Making EVs a Practical Reality
Data Preparation for Machine Learning: A Step-by-Step Guide
Years back, when Spotify was working on its recommendation engine, they faced challenges related to the quality of the data used for training ML algorithms. Had they not decided to go back to the data preparation stage and invest additional effort in cleaning, normalizing, and transforming their data, chances are our listening experience wouldn't be as enjoyable. Thoroughly … [Read more...] about Data Preparation for Machine Learning: A Step-by-Step Guide
How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1)
Regardless of your occupation or age, you've heard about OpenAI's generative pre-trained transformer (GPT) technology on LinkedIn, YouTube, or in the news. These powerful artificial intelligence models/chatbots can seemingly handle any task, from creating poems to solving leetcode problems to coherently summarizing long articles of text. GPT Playground Summarizing Jupiter … [Read more...] about How to Validate OpenAI GPT Model Performance with Text Summarization (Part 1)
