Pinned Repositories
awesome-cheminformatics
A curated list of Cheminformatics libraries and software.
AWS-Certified-Cloud-Practitioner-Notes
AWS Certified Cloud Practitioner Short Notes And Practice Exams (CLF-C02)
Bioinformatics
Differential Expression Analysis of protein, Gene set enrichment analysis, Multi-omic factor analysis, Pathway analysis, WGCNA
Data-preprocessing
Creating empty dataframe, data normalization, Dimensionality reduction, Outlier detection, Overfitting of model and its solution, Remove column with zero values, Replace NA with zeros.
Data-visualization
Manhattan plot, Scatter plot, Venn diagram, Waterfall plot, histogram, Upsetplot, Correlation plot, etc
Exploratory-data-analysis-EDA-
Exploratory Data Analysis on Black Friday sales dataset, 911 call data analysis, Chicago crime data analysis
Implementation-of-Large-Language-Model
Implementation of Large Language Model in NER, text summarization, sentimen analysis in Python
Predictive-modeling
Credit card fraud detection, Breast cancer prediction, Wine quality prediction, Bank note authentication, prediction of attrition of employees, Stock prediction, etc
Regression_analysis
house price prediction, Comparison of Ml algorithm, Logistic regression, Multicollinearity, Multivariate regression analysis, Linear model with random effects, Robust regression
Statistical-tests
Permutational Multivariate Analysis of Variance, Causal mediation analysis, PCA, adjusted p_values, correlation amon distance matrix, power analysis, exat t_test, Fourier transform
BNTechie's Repositories
BNTechie/Implementation-of-Large-Language-Model
Implementation of Large Language Model in NER, text summarization, sentimen analysis in Python
BNTechie/Bioinformatics
Differential Expression Analysis of protein, Gene set enrichment analysis, Multi-omic factor analysis, Pathway analysis, WGCNA
BNTechie/Data-preprocessing
Creating empty dataframe, data normalization, Dimensionality reduction, Outlier detection, Overfitting of model and its solution, Remove column with zero values, Replace NA with zeros.
BNTechie/Data-visualization
Manhattan plot, Scatter plot, Venn diagram, Waterfall plot, histogram, Upsetplot, Correlation plot, etc
BNTechie/Regression_analysis
house price prediction, Comparison of Ml algorithm, Logistic regression, Multicollinearity, Multivariate regression analysis, Linear model with random effects, Robust regression
BNTechie/Statistical-tests
Permutational Multivariate Analysis of Variance, Causal mediation analysis, PCA, adjusted p_values, correlation amon distance matrix, power analysis, exat t_test, Fourier transform
BNTechie/awesome-cheminformatics
A curated list of Cheminformatics libraries and software.
BNTechie/AWS-Certified-Cloud-Practitioner-Notes
AWS Certified Cloud Practitioner Short Notes And Practice Exams (CLF-C02)
BNTechie/Biostatistics
Introductory analysis to Biostatistics
BNTechie/Exploratory-data-analysis-EDA-
Exploratory Data Analysis on Black Friday sales dataset, 911 call data analysis, Chicago crime data analysis
BNTechie/Predictive-modeling
Credit card fraud detection, Breast cancer prediction, Wine quality prediction, Bank note authentication, prediction of attrition of employees, Stock prediction, etc
BNTechie/BNtechie
BNTechie/Clustering
BNTechie/Convolution-Neural-Network
BNTechie/Data-Imputation
Different imputation technique with example
BNTechie/Dynamical-Systems
BNTechie/example-portfolio
Example data science portfolio
BNTechie/ExampleCodes
BNTechie/Explainable-AI
BNTechie/Generative-Adversarial-Networks
fMNIST data set classification with GAN, Semi-supervised learning with GAN
BNTechie/GWASTutorial
GWAS Tutorial for Beginners
BNTechie/Heterogeneity-Analysis
Finite mixture modeling with flexmix package in R
BNTechie/Longitudinal-data-Analysis
Computing Growthrate
BNTechie/Movie-Recommendation-Engine
Buiolding up a recommendation engine for movie with Content based model and collaborative filtering methods.
BNTechie/New
BNTechie/Nivedita-Bhadra
BNTechie/NLP
Basic NLP tasks with Python, End-to-end sentiment analysis, Fake news detection, personality prediction, Span Filtering, Text classification, Topic modeling, Twitter sentiment analysis, Yelp review, etc with NLP
BNTechie/Portfolio
BNTechie/Survival-Analysis
Kaplan Meier model, Cox proportional-hazards model, Random Forest Model
BNTechie/Timeseries-forecasting
Forecasting monthly sales witNh LSTM, Forecasting with RNN, Vector-autoregressive model