Welcome to the realm of Kashish

Experience my various ventures into my technical journey with an aim to articulate the intricacies…



Prompt Engineering With Google Gemini

The meaning of god is a complex and multifaceted concept that has been debated by philosophers, theologians, and religious scholars for centuries. There is no one definitive…
08 February 2024
Kashish Mukheja
2 min

Data Mining and EDA - Sound Stack Exchange Community

A Report by …
03 February 2024
Kashish Mukheja
8 min

Data Mining and Visualization - Pre-Pandemic NHANES Examination Data

A Report by …
31 January 2024
Kashish Mukheja
8 min

SQL-Pandas: A better love story than Twilight

A Report by …
27 January 2024
Kashish Mukheja
16 min

Pandas 101 - Weather Analysis at LGA, JFK, and EWR Airports

A Report by …
24 January 2024
Kashish Mukheja
4 min

Numpy 101 - NHANES Data Anlysis

A Report by …
22 January 2024
Kashish Mukheja
6 min

Numpy 101 - Analysis of 2023 BTC-USD Exchange Rates

A Report by …
14 January 2024
Kashish Mukheja
5 min

EDA - BMI Analysis and Visualization

A Report by …
07 January 2024
Kashish Mukheja
6 min

Hugging Face - Stable Diffusion Kickoff

Let’s first start with installing the diffusers library, which will be used for the entire notebook for image generation.
19 December 2023
Kashish Mukheja
3 min

Business Intelligence – Intelligent Terms to Never Forget!!

Business Intelligence (BI) is a field that plays a pivotal role in helping organizations make data-driven decisions. Business Intelligence involves the process of…
22 September 2023
Kashish Mukheja
6 min

 

Mastering Standard Deviation: A Comprehensive Guide with Python Implementation

We get millions of data which we are required to transform and then create a model for our business use-case. Data Scientists tend to spend ~80% of the time cleaning and…
05 September 2023
Kashish Mukheja
4 min

Defining Foundations of Neural Networks - Python

Machine Learning models are functions that fit to a particular data. So, we start with an infinitely flexible function called neural network and then…
04 September 2023
Kashish Mukheja
8 min

Intro to Object Detection using FasterRCNN

Identifying the car from the given entire dataset of ~16000 images using Computer Vision techniques.
03 September 2023
Kashish Mukheja
2 min

Predicting Customer Transaction Values in Bank - Boosted Trees Ensemble (In-Progress)

This notebook is focused on the santander-value-prediction-challenge published to Kaggle a few years back.
01 September 2023
Kashish Mukheja
5 min

Train Stable Diffusion Model on Mac M1/M2 in under 3 minutes

So readers, I don’t know why I chose to run a Stable Diffusion Model on my macbook Air M2, when there are already plenty of cloud based GPU options available, when myself…
19 July 2023
Kashish Mukheja
5 min

 

ICR Predictions - TF RandomForest

The goal of this competition is to predict if a person has any of three medical conditions. You are being asked to predict if the person has one or more…
04 July 2023
Kashish Mukheja
4 min

Suggestion Mining - NLP using LSTM and tree Ensemble

It can be defined as the automatic extraction of suggestions from unstructured text, where the term suggestion refers to the expression…
04 July 2023
Kashish Mukheja
8 min

Encoding Columns in a DataFrame

While there are numerous existing blogs detailing OneHotEncoding, LabelEncoding, and other encoding techniques, this blog will specifically…
08 June 2023
Kashish Mukheja
2 min

Customer Sentiment Analysis - Using Bidirectional LSTM : Assignment

Build a sequential NLP classifier which can use input text parameters to determine the customer sentiments Using Bidirectional LSTM
04 June 2023
Kashish Mukheja
2 min

Computer Vision - Concepts

Pixel is the smallest fragment of an image.
27 May 2023
Kashish Mukheja
5 min

Handling Missing Values

A dataset can have columns containing null values, and these arise from 3 reasons : 1. Missing Complete at Random, 2. Missing at Random, 3. Missing Not at Random.
27 May 2023
Kashish Mukheja
2 min

Classic ML Models (Assignment)

To perform multi-variate analysis, EDA on the…
01 April 2023
Kashish Mukheja
7 min

Introduction to CV - Face Mood Classifier

The files are in different folders. We need to move all the files to a single directory
27 September 2022
Kashish Mukheja
1 min

House Prices Prediction - Random Forest Interpretations

This jupyter notebook attempts to perform initial preprocessing on the house sales data in an attemp to understand the foundational Machine Learning mainly through…
04 July 2022
Kashish Mukheja
4 min
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