Kunalk K's Projects
This repository is the source code for examples and illustrations discussed in the book - A Simple Introduction to Retrieval Augmented Generation
In this repository, you will find all process of NLP from the scratch
All AutoML Libraries
Repository shows the demonstration of team email reports deliverables by python automation and task scheduler. As a part of organizational process, we need to pull data from client source and get reports activities to team by mails on daily basis. This is productive, time reduction and error free process by automating whole things as per the requirements.
Explore various Spark RDD / Dataframe operations using PySpark library.
Learning Convolutional Neural Networks with Interactive Visualization.
Script to check the available slots for Covid-19 Vaccination Centers from CoWIN API in India.
Repo consists the customer behaviors in order to select the business areas of improvements, recommendation and revenue increments factor. As per market demand, we need to analyse out customers, so that we can optimize company revenue as per customer segmentations.
Real data science interview assignments
Data Visualization for Data Analysis with Python. 1) Matplotlib Notebook 2) Seaborn Notebook 3) Plotly Notebook
Importing techniques and exporting techniques while working on remote base.
This repo contains text mining, data extraction, and text manipulation techniques, performed automation with selenium and various libraries.
RPS game with prediction has been created
Feature engineering is the process of using domain knowledge to extract features from raw data via data mining techniques and used to improve the performance of machine learning algorithms. This repo contains possible feature engineering techniques as of my explorations with experiences.
Apriori is a popular algorithm for extracting frequent itemsets with applications in association rule learning. The apriori algorithm has been designed to operate on databases containing transactions, such as purchases by customers of a store.
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
The hands-on NLTK tutorial for NLP in Python
Poor inventory management leads to a loss in sales which in turn paints an inaccurate picture of lower demand for certain items, making future order predictions based on that past data inherently inaccurate. Instead, smart retailers use real-time data to move inventory where itβs needed before itβs too late. Additionally, they use predictive analytics to decide what to stock and where based on data
A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
All the assigned task are solved under this repo iN.
A proof-of-concept jupyter extension which converts english queries into relevant python code
Cpp assessment old
Config files for my GitHub profile.
ποΈ Python / Modern C++ Solutions of All 3204 LeetCode Problems (Weekly Update)
This repo consists of prompting style of different widely used LLMs in the LLM space.