Pinned Repositories
bilalsp
Profile README
case_study_covid19
Statistical Analysis on COVID-19 data to examine the statistical significance across the different regions.
ds_for_business
Data Science for Business Course
high_vol_stock
High Volatility Stock Prediction using Long Short-term Memory (LSTM)
msp
Proposed a sophisticated approach for Machine Scheduling Problem (MSP) using deep reinforcement learning.
Quantitative-Risk-Analysis
scheduling_optimization
Proposed multi-objective combinatorial optimizations for fabric dying scheduling application based on Genetic Algorithm and Metaheuristic. "This is on going research project."
scraper
Web scraper with AWS lambda to fetch the job posting data from monster.com
Wildfire_Analysis
Proposed a model to classify the wildfires based on environmental and geographical data.
yelp_etl
Yelp ETL Pipeline in Apache Spark on Google Cloud Dataproc
bilalsp's Repositories
bilalsp/msp
Proposed a sophisticated approach for Machine Scheduling Problem (MSP) using deep reinforcement learning.
bilalsp/Quantitative-Risk-Analysis
bilalsp/ds_for_business
Data Science for Business Course
bilalsp/high_vol_stock
High Volatility Stock Prediction using Long Short-term Memory (LSTM)
bilalsp/scheduling_optimization
Proposed multi-objective combinatorial optimizations for fabric dying scheduling application based on Genetic Algorithm and Metaheuristic. "This is on going research project."
bilalsp/social_network_analysis
Social network analysis on Facebook friend data to understand the pattern of Facebook friend network.
bilalsp/Wildfire_Analysis
Proposed a model to classify the wildfires based on environmental and geographical data.
bilalsp/yelp_etl
Yelp ETL Pipeline in Apache Spark on Google Cloud Dataproc
bilalsp/bilalsp
Profile README
bilalsp/case_study_covid19
Statistical Analysis on COVID-19 data to examine the statistical significance across the different regions.
bilalsp/scraper
Web scraper with AWS lambda to fetch the job posting data from monster.com
bilalsp/bilalsp.github.io
Personal web page
bilalsp/data_analysis_tasks
bilalsp/enspired
CLI tool for computing chairs statistics based on 2D floor plan of apartment.
bilalsp/intro_ml_dm
Introduction to Machine Learning and Data Mining
bilalsp/link_prediction
Link Prediction for Flickr users
bilalsp/S2S_Similarity_Model
Proposed and implemented the NLP model to compute the semantic similarity between two english sentences/questions using the Support Vector Machine(SVM).
bilalsp/scalable-K-meansPP
Implementation of `Scalable Kmeans++` using PySpark framework based on research paper `Scalable K Means++` by Bahmani et al. in 2012.
bilalsp/skits
scikit-learn-inspired time series
bilalsp/the-elements-of-statistical-learning-notebooks
Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
bilalsp/yelp-distributed-DL
Yelp review classification using CNN model with horovod on HPC cluster