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/Social-Graph-Link-Prediction
A Machine Learning Case Study to predict the links in a social graph to recommend friends/connections/followers.
swekul/amazon-fine-food-reviews
Determine the polarity of amazon fine food reviews using ULMFiT, BERT, XLNet and RoBERTa
swekul/U005-project-Python-AB-testing-Comprehensive
Not enough samples? Bootstrapping or Regression ?
swekul/python-business-analytics
Python solutions to solve practical business problems.
swekul/donors-choose_RandomForest_GBDT
Analysis of Donors Choose dataset using Random Forest and GBDT algorithm
swekul/Transfer-Learning-in-Natural-Language-Processing
swekul/interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
swekul/Building-a-Simple-Chatbot-in-Python-using-NLTK
Building a Simple Chatbot from Scratch in Python (using NLTK)
swekul/K-Means-Materials
swekul/Course_AWS_Certified_Machine_Learning
swekul/DECISION-TREE-ON-DONORSCHOOSE-DATASET
swekul/Social_Network_Graph_Link_Prediction_Facebook_Challenge
Given a directed social graph, have to predict missing links to recommend users (Link Prediction in graph)
swekul/Feature-Selection-techniques
swekul/Social-Network-Graph-Link-Prediction-Facebook-Challenge
swekul/Smart-Traffic-Signals-in-India-using-Deep-Reinforcement-Learning-and-Advanced-Computer-Vision
We have used Deep Reinforcement Learning and Advanced Computer Vision techniques to for the creation of Smart Traffic Signals for Indian Roads. We have created the scripts for using SUMO as our environment for deploying all our RL models.
swekul/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
swekul/machine-learning-interview-questions
This repository is to prepare for Machine Learning interviews.
swekul/Random-Forest---GBDT-on-Decision-Trees
Applying RF and GBDT on DonorsChoose Dataset
swekul/educate-resource-for-machine-learning
swekul/machine_learning_examples
A collection of machine learning examples and tutorials.
swekul/ComputerVision-For-Everybody
swekul/data-science-masters
Self-study plan to achieve mastery in data science
swekul/Decision-Tree-on-Donors-Choose-Dataset
Applying Decision Tree on Donors Choose Dataset
swekul/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
swekul/SFDC-artificial-intelligence
Artificial Intelligence
swekul/interviews
Everything you need to know to get the job.
swekul/F1sherKK-MyRoadToAI
Repository for storing and tracking my self-study progress.
swekul/fraud-detection
Detected fraud with AUC of 0.94 and f1-score of 0.91 using Random Forest. Live event details predictions were stored in MongoDB and integrated into a Flask web app hosted on AWS.
swekul/Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
swekul/microsoft-malware-detection