safwanshamsir99

augmentation-albumentations

Repo to save data augmentation code for image classification and object detection (with bbox)

AWS_Deployment_Dockerhub

Repo to serve an end-to-end deployment of RESTful API on AWS Cloud services (AWS ECS for serverless, AWS EC2 for server)

BBC-News-LSTM-NLP

Trained over 2,000 BBC News to categorize unseen articles into 5 categories namely Sport, Tech, Business, Entertainment and Politics.

Covid-19-LSTM-Prediction

Trained nearly 700 official data provided by Ministry of Health Malaysia to forecast Covid-19 cases.

data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

Dust-Detection-CNN

Dust detection on solar photovoltaics panel using pre-trained CNN models

FastAPI

Learning repositories for FastAPI

PDF-Chatbot-using-LLM

PDF chatbot using Langchain, OpenAI API, HuggingFace embeddings, FAISS and Streamlit

Solar-Power-Prediction-R

Trained Random Forest model using R programming language for two problems; regression and classification based on the solar power generation that was compiled by Ph.D. candidate Alexandra Constantin.

web-scraping-projects

Contains list of websites I have scraped.

safwanshamsir99/AWS_Deployment_Dockerhub

Repo to serve an end-to-end deployment of RESTful API on AWS Cloud services (AWS ECS for serverless, AWS EC2 for server)

safwanshamsir99/data-structures-algorithms-python

This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.

safwanshamsir99/FastAPI

Learning repositories for FastAPI

safwanshamsir99/web-scraping-projects

Contains list of websites I have scraped.

safwanshamsir99/augmentation-albumentations

Repo to save data augmentation code for image classification and object detection (with bbox)

safwanshamsir99/Breast-Cancer-Prediction

Trained more than 500 data to classify into 2 categories namely Benign and Malignant.

safwanshamsir99/Covid19-Symptoms-Prediction

Trained more than 5000 data to categorize either the patient is positive in the result of Covid-19 or not.

safwanshamsir99/CrossArt-Generator

Combination of Crosstabs Generator Version 3 and Chart Generator

safwanshamsir99/crosstab-generator-v3

Version 3 crosstab generator

safwanshamsir99/Dust-Detection-CNN

Dust detection on solar photovoltaics panel using pre-trained CNN models

safwanshamsir99/PDF-Chatbot-using-LLM

PDF chatbot using Langchain, OpenAI API, HuggingFace embeddings, FAISS and Streamlit

safwanshamsir99/Solar-Power-Prediction-R

Trained Random Forest model using R programming language for two problems; regression and classification based on the solar power generation that was compiled by Ph.D. candidate Alexandra Constantin.

safwanshamsir99/BitBucket-Pipelines

This repo serves as a demonstration purpose of the usage of BitBucket Pipeline by automating the unit testing using PyTest

safwanshamsir99/CALL-ANALYST-OPTIMIZATION-MODEL-CAP-MODEL-

safwanshamsir99/deep-learning-model-deployment-using-Flask

Deep learning model (Fruit Classification Model) deployment using Flask and HTML

safwanshamsir99/github-actions

Learning repositories for github actions

safwanshamsir99/Heart-Attack-Prediction

Trained more than 300 data to predict the Cardiovascular Disease (CVD)

safwanshamsir99/HLA-Data-Science-Assessment

Data Science Assessment from HLA

safwanshamsir99/Industrial-Defect-Segementation-using-Computer-Vision

Simple computer vision project to do instance/semantic segmentation and the trained model is deployed by using Streamlit

safwanshamsir99/INVOKE-Data-Scientist-Assessment

My answer for INVOKE Data Scientist Coding Assessment

safwanshamsir99/NielsenIQ-Data-Science-Assessment

Data Science Assessment from NielsenIQ

safwanshamsir99/Object-Detection-YOLOv8-OCR-PyTesseract

Training materials to perform computer vision object detection using YOLOv8 and optical character recognition (OCR) using PyTesseract

safwanshamsir99/Pothole-Detection-using-YOLOv8

Simple computer vision project to do object detection using YOLOv8

safwanshamsir99/pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

safwanshamsir99/R-Functions

safwanshamsir99/Rice-Grain-Classifier

Rice grain classifier and quality checking using simple machine learning models, basic CNN models, MobileNetV2, OpenCV package.

safwanshamsir99/safwanshamsir99

safwanshamsir99/Sentiment-Analysis

Trained over 60,000 IMDB rating to categorize positive and negative review

safwanshamsir99/tensorflow-deep-learning

All course materials for the Deep Learning with TensorFlow course. (TensorFlow Developer Certificate)

safwanshamsir99/Webqlo-Data-Science-Assessment

Data Science Assessment from Webqlo