Pinned Repositories
ANN-Stratified-K-Fold-Cross-Validation-Keras-Tensorflow
This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.
Federated-Learning-Keras
Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.
HackerRank-Problem-Solving-Python
This repository contains python solutions for some of the HackerRank problems from the Problem Solving genre.
HackerRank-SQL-Intermediate-Certificate
K-medoids-python
Python implementation of k-medioids algorithm from scratch.
LeetCode-SQL-50
My MySQL solutions for LeetCode's SQL 50 study plan (Crack SQL Interview in 50 Qs)
Medical_Image_Classification_Keras
This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.
Missing-Value-Imputaion-KNN
Python implementaion of missing value imputation using K-Nearest-Neighbour and Weighted K-Nearest-Neighbour
Petals-to-the-Metal-Flower-Classification-Kaggle
This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
Stratified-k-fold-cross-validation-Image-classification-keras
This python program demonstrates image classification with stratified k-fold cross validation technique.
SadmanSakib93's Repositories
SadmanSakib93/Stratified-k-fold-cross-validation-Image-classification-keras
This python program demonstrates image classification with stratified k-fold cross validation technique.
SadmanSakib93/ANN-Stratified-K-Fold-Cross-Validation-Keras-Tensorflow
This repo contains examples of binary classification with ANN and hyper-parameter tuning with grid search.
SadmanSakib93/Federated-Learning-Keras
Sample Keras implementation of the Federated Learning (FL) for experimental research simulations.
SadmanSakib93/HackerRank-SQL-Intermediate-Certificate
SadmanSakib93/Medical_Image_Classification_Keras
This is an example of medical image classification (binary classification) using Keras. Note that, the model is not fully optimized in this program, and hence it can be further optimized and the accuracy of the model can be enhanced further.
SadmanSakib93/Missing-Value-Imputaion-KNN
Python implementaion of missing value imputation using K-Nearest-Neighbour and Weighted K-Nearest-Neighbour
SadmanSakib93/HackerRank-Problem-Solving-Python
This repository contains python solutions for some of the HackerRank problems from the Problem Solving genre.
SadmanSakib93/K-medoids-python
Python implementation of k-medioids algorithm from scratch.
SadmanSakib93/LeetCode-SQL-50
My MySQL solutions for LeetCode's SQL 50 study plan (Crack SQL Interview in 50 Qs)
SadmanSakib93/Petals-to-the-Metal-Flower-Classification-Kaggle
This notebook is the solution for Kaggle's Petals to the Metal - Flower Classification on TPU challenge: https://www.kaggle.com/c/tpu-getting-started
SadmanSakib93/Sequential-Forward-Feature-Selection
Python implementation of Sequential Forward Feature Selection from scratch.
SadmanSakib93/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
SadmanSakib93/Arctic-Mammal-Classification
Deep learning model for acoustic detection and classification of Bowhead whales. This repo contains code for the binary classification model, two classes are: Bowhead whales (BH), Other/background.
SadmanSakib93/ASL_to_English
Reads your hand signs and translates them to English words using Tensorflow object detection API
SadmanSakib93/Covid19Tracker
This repository represents a demo of the smart mobile application prototype in progress for monitoring COVID-19 status in cities.
SadmanSakib93/CrimeForecast_YR
SadmanSakib93/Data-Science--Cheat-Sheet
Cheat Sheets
SadmanSakib93/Digit-Recognizer-Random-Forest-CNN
This repository contains two sample implementations of the traditional Computer Vision task, Digit Recognizer from Kaggle. The URL of the dataset and relevant information can be found here: https://www.kaggle.com/c/digit-recognizer
SadmanSakib93/ECG-Arrhythmia-Classification-Dataset
The dataset contains extracted features from two-lead ECG signal (lead II, V) from the MIT-BIH Arrhythmia dataset (Physionet).
SadmanSakib93/Gradient-Descent
Implemantation of Gradient Descent from scratch using Python.
SadmanSakib93/HackerRank-SQL-Solutions
This repository contains python solutions for some of the HackerRank problems from the SQL genre.
SadmanSakib93/Killer-Whale-Deep-Learning-Detector
This repo contains programs and scripts for the multiclass (three or four classes) classification of Killer Whale-KW, Humpback-HB, Dolphin-D (included only in four classes), and background/other.
SadmanSakib93/LeetCode-MySql-Solutions
This repository contains python solutions for some of the Leetcode problems from the Database genre using MySql.
SadmanSakib93/Mental-Resilience-Analysis-using-Machine-Learning
Utilized supervised and unsupervised ML techniques to analyze mental health and resilience levels of medical students [Project completed on December, 2019]
SadmanSakib93/Naive-Bayes
Implementation of Naive Bayes from scratch using Python
SadmanSakib93/Personal-Password-Manager-Flask-MongoDB
SadmanSakib93/Python-Customer-Clustering-RFM-Segmentation
SadmanSakib93/python-su
for Python programs & Projects
SadmanSakib93/SadmanSakib93
SadmanSakib93/Stratified-k-fold-Cross-Validation-Ensemble-Deep-Learning-Image-Classification-Keras