Pinned Repositories
AINE-AI-Predicting-Customer-Churn-Telecom
contains data and files related to the predictive analytics project for reducing monthly churn by identifying high risk customers well in advance
Amazon-Fashion-Discovery-Engine
Recommend similar apparel searched by user on Amazon.
Analyzing-International-Debt-Statistics
SQL project to analyze global debt stats. collected by the World Bank.
Cricket_Chirps_Linear_Regression
Facebook-Friend-Recommenation-Graph-Mining
Graph mining to predict missing links in a given Facebook directed social graph to recommend users.
Personalised-Cancer-Diagnosis
Predict the effect of genetic mutations in cancer tumors and classify them based on text clinical literature.
Predicting-Credit-Card-Approvals
Build a machine learning model to predict if a credit card application will get approved.
Reducing-Traffic-Mortality-USA
Reducing Traffic Mortality rates in USA
Stackoverflow-Tag-Predictor
A multi label classification, keyword extraction problem to identify and suggest Stackoverflow keywords.
Taxi-Demand-Prediction-NYC
A time-series, regression problem to find the number of pickups, given coordinates in NYC.
pranshu1921's Repositories
pranshu1921/Machine_Learning_Dataquest
Contains all important takeaways from the Machine Learning step in the Dataquest Data Scientist path.
pranshu1921/AINE-AI-Predicting-Customer-Churn-Telecom
contains data and files related to the predictive analytics project for reducing monthly churn by identifying high risk customers well in advance
pranshu1921/Predicting-Credit-Card-Approvals
Build a machine learning model to predict if a credit card application will get approved.
pranshu1921/anomaly-detection
contains .ipynb and .py files that cover description and application of anomaly detection techniques using unsupervised machine learning algorithms.
pranshu1921/AWS-Certified-Cloud-Practitioner-Notes
Notes compiled based on AWS E-Learning lessons and transcripts
pranshu1921/AWS_Machine_Learning_Reference
contains files relating to AWS training courses
pranshu1921/Cross_Sell_Prediction
Building a model to predict whether a customer would be interested in Vehicle Insurance for company communication strategy for increasing customer base and optimizing business model and revenue.
pranshu1921/Data-Manipulation-Visualization-using-Python-AINE-AI
contains Python notebook containing essential code related to Project 6 as part of AINE AI Internship program.
pranshu1921/DataCamp-Projects
Notebooks of Datacamp projects
pranshu1921/git_cheatsheet
contains text file with all important Git commands needed in development setting
pranshu1921/git_tutorial
pranshu1921/github-actions-refresher
this repo. was part of a GitHub Actions refresher course
pranshu1921/Hashicorp-certified-Terraform-Associate-resources
This repository contains all important guides and resources on Terraform, and may act as reference material in the future.
pranshu1921/INRIA-ML-Scikit-Learn
This repo contains all the important Python scripts and course material that was part of the self-paced course on ML by the French National Research Institute for digital science and technology
pranshu1921/interview-question-data-science-
pranshu1921/Market-Mix-Modeling-Sales-Advertising-Data
creating a Marketing Mix Model (MMM) to determine market attribution on marketing and sales data to estimate the impact of various marketing channels.
pranshu1921/MLOPS_Specialization_DeepLearning.ai
This repo. contains important lecture notes and course material from the DeepLearning.ai's MLOPS specialization
pranshu1921/mlproject
pranshu1921/mslearn-tailspin-spacegame-web
Code used in Microsoft Learn modules to support Azure DevOps
pranshu1921/Olist-Market-Basket-Analysis
use Olist.com data to Identify patterns in consumer decision-making, use metrics to evaluate the properties of patterns, Construct association rules that provide concrete recommendations for businesses, and perform pruning to identify useful rules.
pranshu1921/PANDAS-TUTORIAL
Jupyter Notebooks and Data Sets for Pandas Library
pranshu1921/Performance-Comparision-of-Regularized-and-Unregularized-Regression-Models
focus on performance evaluation and comparison of Unregularized Classical Multilinear Regression Models with Regularized Multilinear Regression Models on a dataset.
pranshu1921/Pocket-Gems-Take-Home-Assignment
contains datasets and files relating to the 'Pocket Gems' problem statement of finding user's probabilities of conversion.
pranshu1921/Practice_Folder
pranshu1921/pranshu1921
pranshu1921/Rainfall-Prediction-Australia
implemented a predictive model on Rainfall Dataset to predict whether or not it will rain tomorrow in Australia.
pranshu1921/SQL-w3Recource
contains SQL code for important SQL joins questions on w3resource.com
pranshu1921/TextAnalytics-NLTK-NLP
contains Jupyter notebook covering important concepts around text processing, classficiation using NLTK
pranshu1921/The_Data_Science_of_Marketing
contains coursework including datasets and code as part of 'The Data Science of Marketing' course on Linkedin Learning.
pranshu1921/TMobile-Nat_Dev_Analytics_EC_Modeling
used Machine Learning to predict time to approve construction work