The most practical use of word embeddings (word2vec, glove, etc) you will ever see. — King — Man + Woman = Queen You might have seen the traditional word2vec or Glove word embeddings examples that show King -Man+Woman = Queen. Here Queen will be returned from the word embedding algorithm given the words King, Man, and Woman. Today we will see how we can use this structure to solve a real-world problem.

Affordable AI/ML inference — ML training and inference is a hard problem. There might be several reasons why you want to offload your inference and training to other platforms than self-managing. Here is a list of platforms that you can explore if you are looking for economical AI inference - banana.dev Ship ML to…

How we built in public and became the #1 product of the day! — We launched our app Supermeme.ai — AI-powered Meme Generator on Product Hunt and became the #1 product of the day for May 5th, 2022. Being bootstrapped, a 3-month-old app, the team building this part-time alongside their full-time jobs, and considering it was my first every Product Hunt launch, coming #1…

Use NLP to generate wrong answers for MCQs in Edtech — If you are working at the crossroads of NLP and Edtech, you will sooner or later encounter the problem of generating distractors (wrong answer choices) for a given question and answer, automatically using NLP. What are distractors? Distractors are the wrong answers to a multiple-choice question. For example, if a given multiple choice…

Paraphrase to retain particular keywords for SEO and copywriting — Huggingface recently introduced guiding text generation with constrained beam search in the Transformers library. You can give guidance about which words need to be included in the decoded output text with constrained beam search. This has a few interesting use-cases in copywriting and SEO. Usecase 1: SEO (Search Engine Optimization)

Reduce GPT-3 prompt tokens and save dollars — GPT-3's highest and the most accurate model Davinci costs 6 cents for every 1000 tokens. So it isn’t really inexpensive to operate at scale in a production app. So beyond designing prompts, it is essential to even master the craft of smart prompting, that is to reduce the number of…

Learn use cases of GPT-3’s Insert Mode — OpenAI recently (March 15th, 2022) launched edit and insert mode in text generation for GPT-3. While the edit & insert mode is still in Beta, they have shown impressive capabilities for text filling and editing text. In this tutorial, we will focus on the insert mode of GPT-3 and some…

Transform yourself from a Python Developer to a Junior NLP Data Scientist in 4 weeks with practical projects. — I launched a cohort-based course “Practical Introduction to Natural Language Processing” in association with Maven. The first cohort started on Nov 13, 2021. It is a 4-week course with a unique product-based curriculum along with a lifelong community of NLP enthusiasts who support each other and grow in their careers.