List of posts under category: Misc
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Jun 12, 2024
In this notebook we will create a simple interface using the Gradio framework for users to interact with our RAG enabled chatbot and maintain their database of reference documents.
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May 20, 2024
End to end recommendation system project covering data collection to web application deployment. The aim is to create personalized recommendations based on their preferences and viewing habits. This system also considers multiple users simultaneously for group-based suggestions.
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May 8, 2024
In Part 3 of these notebooks we will improve our previous implementations and approaches to webscraping the popular anime database/community site MyAnimeList, discussing some limitations with the previous approaches and implementing their solutions
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May 3, 2024
In this notebook we will be exploring recommendation systems using 3 different approaches, applying them to data we have scraped from a popular anime database/community website.
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Apr 28, 2024
In this notebook we will explore the datasets scraped by our webscraping scripts. Exploration in this notebook will be guided by some key questions within each section.
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Apr 24, 2024
Built a simple application through Python, utilizing deep learning techniques to automatically process e-commerce product photos into desired framings and resolutions saving the user from completing the very tedious and time consuming task.
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Apr 22, 2024
Global retail e-commerce sales reached an estimated 5.8 trillion USD in 2023. A major component of retail e-commerce are the products and the product images that showcases these products to the customers. With the number of platforms that sellers can promote their wide inventory of products, tailoring high quality product images for each platform may be a menial task consuming significant man-hours. With the help of YOLOv8 by ultralytics I aim to automate the creation of these product images.
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Apr 14, 2024
In this notebook we be scrape a popular anime database/community MyAnimeList, aiming to collect enough raw data from the anime titles available on the website for further processing and learning purposes.
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Apr 12, 2024
In this notebook we be scrape a popular anime database/community MyAnimeList, aiming to collect enough raw data from the anime titles available on the website for further processing and learning purposes.
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Apr 5, 2024
In this notebook we will explore 4 dirty datasets sourced from the internet that has data incorrectly recorded and clean them using Pandas package in Python.
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Apr 4, 2024
In this notebook we will explore 4 dirty datasets sourced from the internet that has been structured poorly and clean them using Pandas package in Python.
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Mar 24, 2024
Created an interface using Python for users to draw on, integrating Stable Diffusion for image generation in near real-time. The solution involves sending JSON payloads as API calls to our generative model each time a user adds an element to their drawing. Relevant files can be found in my Github repository.
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Jan 1, 2024
A fun little game where we play the role of a detective querying an SQL database to solve a murder mystery.
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Jan 1, 2024
In this notebook we explore and analyse chat data of a controversial chat group where users discussed issues relating to the COVID-19 pandemic.
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