Course: Model Tuning (Apr 2024) “ReneWind” is a company working on improving the machinery/processes involved in the production of wind energy using machine learning and has collected data of generator failure of wind turbines using sensors. The objective is to build various classification models, tune them and find the best one that will help identify […]
Course: Ensemble Techniques (Mar 2024) Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied. Deliverables: Python Notebook Gituhub: EasyVisa – […]
Course: Supervised Learning – Classification (Feb 2024) Analyze the data of INN Hotels to find which factors have a high influence on booking cancellations, build a predictive model that can predict which booking is going to be canceled in advance, and help in formulating profitable policies for cancellations and refunds. Deliverables: Python Notebook Gituhub: INN […]
Course: Supervised Learning – Foundations (Feb 2024) Analyze the used devices dataset, build a model which will help develop a dynamic pricing strategy for used and refurbished devices, and identify factors that significantly influence the price. Deliverables: Python Notebook Gituhub: ReCell – Supervised Learning – Regression
Course: Business Statistics (Jan 2024) This project used statistical analysis, a/b testing, and visualization to decide whether the new landing page of an online news portal (E-news Express) is effective enough to gather new subscribers or not. The simulated dataset has certain important metrics such as converted status and time spent on the page that […]
Course: Python – Foundations (Nov 2023) The food aggregator company has stored the data of the different orders made by the registered customers in their online portal. They want to analyze the data to draw some actionable insights for the business. Suppose you are hired as a Data Scientist in this company and the Data […]
The recent rollercoaster in the tech world, marked by OpenAI’s (the creators of ChatGPT) leadership turmoil, has seemingly calmed. Yet, amidst the commotion, a tweet from OpenAI’s team saying “OpenAI is nothing without its people” really humanizes a company known for its fervent push of AI into our daily lives. For those who are interested […]
Microsoft Inspire 2023 has finally wrapped up, and boy, was it a dazzling show of revelations! My previous blog underscored the critical necessity of AI governance. Yet, I firmly hold the view that such regulatory measures must not inhibit the spirit of innovation. Today, I’m eager to share my choice picks of insights from this […]
Who said ethics, bias, and hallucination were reserved for humans? Apparently, modern Large Language Models (LLMs) like GPT-4 didn’t get the memo, as they too are plagued by these pesky issues. It seems like even machines aren’t immune to the foibles of their creators. The buzz around Language Learning Models (LLMs) is becoming increasingly hard […]
What is ChatGPT? Imagine having a conversation with a friend who knows something about everything. They can help you find answers, give advice, draft stories, and even tell jokes! That’s ChatGPT in a nutshell. ChatGPT, stands for “Chat Generative Pre-trained Transformer”, is a computer program designed by some really smart people at a company called […]