Image by Author   What a year, ey?  At the start of 2023, people were struggling to keep up with the tech world. One day this was getting released, the next day a competitor came out with something else, and then you heard about something new. It was a lot.  But the momentum continued…

How often do machine learning projects reach successful deployment? Not often enough. There's plenty of industry research showing that ML projects commonly fail to deliver returns, but precious few have gauged the ratio of failure to success from the perspective of data scientists – the folks who develop the very models these projects are meant…

Image by Author   I like to think of ChatGPT as a smarter version of StackOverflow. Very helpful, but not replacing professionals any time soon. As a former data scientist, I spent a solid amount of time playing around with ChatGPT when it came out. I was pretty impressed with its coding capacity. It…

Image by Author   Data Governance and AI fatigue sound like two different concepts, but there is an intrinsic connection between the two. To understand it better, let’s start with their definition.      It has been the core focus of the data industry for a long time. Google puts it well – “Data…

Image by Author   Before we get into the amazing things about Phi-2. If you haven’t already learnt about phi-1.5, I’d advise you to have a quick skim over what Microsoft had in the works a few months ago Effective Small Language Models: Microsoft’s 1.3 Billion Parameter phi-1.5. Now you have the foundations, we…

A/B testing, also known as “split testing” or “randomized controlled trial” is a method of comparing two versions of a web page, app, or other product to see which one performs better. The basic idea of A/B testing is to divide your users into two groups: group A and group B. Group A (control variant)…

Image by Author   Data Science remains one of the hottest job titles in the 21st century. So, it's no wonder there's a lot of curiosity about it. But first, what is Data Science? Data Science is a multidisciplinary field that includes different elements from various domains, such as Data Visualization, Model Building, and…

Image generated with Segmind SSD-1B model   Excited to start analyzing data using SQL? Well, you may have to wait just a bit. But why? Data in database tables can often be messy. Your data may contain missing values, duplicate records, outliers, inconsistent data entries, and more. So cleaning the data before you can…

Image by Author   Have you ever wanted to study computer science but didn't want to pay the high cost of college tuition? Well, you're in luck! There is an incredible open-source curriculum called OSSU (Open Source Society University) that allows you to enroll in the equivalent of a 4-year computer science degree program…

Image by Gerd Altmann from Pixabay   About a month ago OpenAI announced that ChatGPT can now see, hear, and speak. This means the model can help you with more everyday tasks. For example, you can upload a picture of the contents of your fridge and ask for meal ideas to prepare with the…