I am in love with AI more than ever before. If you are following the AI news, so you must already be aware of the latest advancements in Text-to-Image Deep Learning models. The most recent Text-to-Image models like Stable Diffusion and DALLE-2 have set new milestones and the quality of…

I recently completed a course on ‘Natural Language Processing using Probabilistic Models’ by deeplearning.ai on Coursera. This course covered a wide range of topics that are Spelling Correction, Part of Speech tagging, Language modeling, and Word to Vector. All the topics were covered in-depth and with detailed practical exercises. But…

Use Statistical techniques to select the right features for your model. — This is the second part of a two-part series. You should read the first part first. We’re talking about a way to compare the bag of words across the categories without building machine learning models and to do feature engineering. So, far we have looked at: To treat the frequency…

This story is about a real auction I participated in, a few years back. Surprised, why? Not all of my stories come from Mr. Panda, I have a life too, uffff!! At dunnhumby (one of the organizations where I worked previously), we used to conduct auctions during the Diwali Festival…

Every creative idea needs inspiration and in my case, it came from a beautiful young woman (*^_^*) I sat down with a pen, a notebook, and my thoughts, thinking for hours about — what to write or from where to start or even is there anything in the world that…

Compare the frequency distributions across labels without building an ML model. — One of my friends asked me a problem — “how can we compare the BOW across different categories or labels? Where categories or labels could be sentiment or state or some customer segment. My intuitive response was — to create a Bar graph of the frequency of words for each…

One of my friends asked me a problem — “how can we compare the BOW across different categories or labels? Where categories or labels could be sentiment or state or customer loyalty. My intuitive response was — to create a Bar graph of the frequency of words for each category…

Everyone knows about the story of the Little red riding hood, but that’s only a small part of it. But let me tell you the part of the story that nobody talks about. Long before the girl encountered the wolf, the part of the story you all are aware of…

Hello friends, I hope you all are doing well and that you all are enjoying the work I have been sharing with you. Today I am going to write on one of my friends, she really is a big workaholic but this does not mean she does not relax or…