Pinned Repositories
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
bank-marketing-analysis
Response model of the Portugese bank marketing analysis
Credit-Risk-Analysis
data-science-masters
Self-study plan to achieve mastery in data science
Demo
demo
DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
Loan-Defaulter-Prediction-Machine-Learning
Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost
LoanDefault-Prediction
LoanDefault-Prediction
Price-Optimisation
Social-Graph-Link-Prediction
A Machine Learning Case Study to predict the links in a social graph to recommend friends/connections/followers.
swekul's Repositories
swekul/DS-Career-Resources
Compilation of resources and insights that helped me on my journey to data scientist
swekul/causal-inference-tutorial
Repository with code and slides for a tutorial on causal inference.
swekul/click-prediction
Data Viz, Data Cleaning, Feature Engineering, Modeling and the Economic Impact of a Click-Through Prediction
swekul/CNN-on-cifar
swekul/coding-interview-university
A complete computer science study plan to become a software engineer.
swekul/Credit-Card-Fraud-Detection
Using KNN Technique, train the model then predict whether a credit-card transaction is Fraud or not.
swekul/DONORS-CHOOSE-LSTM
LSTM on Donors Choose
swekul/Feature-Engineering
swekul/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
swekul/interview-question-data-science-
swekul/Leetcode
🎓Leetcode solutions in Python 📚
swekul/leetcode-2
All Python solutions for Leetcode
swekul/Leetcode_company_frequency
Collection of leetcode company tag problems. Periodically updating.
swekul/LSTM-DonorsChoose
swekul/Machine-Learning
swekul/Machine-Learning-Engineer-Nanodegree
Notes and material for the "Machine Learning Engineer Nanodegree" (MLND) by Udacity.
swekul/Machine-Translation-blog
Machine-Translation-blog
swekul/Microsoft-Malware-Case-Study
Solving the MS Malware Problem posted on kaggle
swekul/MNIST-CNN
Try various CNN networks on MNIST dataset
swekul/Movie-Dataset-Recommender-System
Building a recommender system on user movie data using collaborative filtering technique
swekul/NETFLIX-MOVIE-RECOMMENDATION-SYSTEM-Collaborative-based-recommendation-
swekul/Neural-Net-From-Scratch
Creating a MLP from scratch, performing forward prop, back prop, and applying three diff types of Gradient Descent
swekul/NLP
swekul/nlp-datasets
Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)
swekul/nlp-in-practice
NLP, Text Mining and Machine Learning starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
swekul/PyTorch-Essential-Training-Deep-Learning
FASHION MNIST and NEURAL NETWORKS
swekul/semantic-segmentation-indian-driving-dataset
This repository implements Semantic Segmentation of the Indian Driving Dataset. It contains two architectures to achieve this: FCN8s and SegNet.
swekul/spoken-digits-classification
Classification Methods for Audio MNIST Dataset
swekul/Springboard-DSC
Springboard Data Science
swekul/text_mining_resources
Resources for learning about Text Mining and Natural Language Processing