The most urgent and commonly misrepresented conversation in Data Science is that we never get clean and ready to use data. The .xlsx and .csv will have issues from the source and it is opposite of a treasure hunt to figure out all of them – not fun! If you’ve ever faced difficulty in extracting…
Artificial Intelligence (AI) is the buzzword of our generation. Tech Giants, aka the Googles and OpenAIs of the world, are competing to gain an edge in the AI space. OpenAI recently launched its new GPT-4o model. The one with multi-modal capabilities with the ability to reason across text, audio and video. In the wake of…
With ChatGPT raging, I explored building a chatGPT-based chatbot from scratch. This exercise aimed to see if we could tune a custom GPT model based on one’s data. There are two ways to fine-tune the GPT model for this purpose. Either consume the data and use some RAGs to train the bot or fine-tune the…
SQL aka structured query language is the base for Pizza (Analytics and Data Science). While everyone goes gung-ho about the toppings and cheese (machine learning & fancy algorithms). SQL is critical for being able to query structured data for clear insights and start the analysis with the right questions. Thus the a need to learn…
Google Analytics is one of the most popular website tracking tools and is especially important for startups and small businesses. In today’s age of data and fast experimentation. Thereby, it’s important to set it up properly. This is key to understanding the data and making the right decisions. FAST! The goal is to get automated…
Twitter is my happy place. I’m not there to overthink Roxane Gay Twitter is one of the world’s most popular social media platforms with over a billion users. Many businesses use Twitter to reach and connect with their customers. Twitter can help you reach a wide audience and connect with your customers. The downsides include…