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asifsmohammed

cv-image-processing

Image processing techniques to improve the contrast of the images like Contrast Stretching and Histogram Equalization are developed from scratch

data-analysis

Data Preparation and Visualization Notebooks

data-prepper

Data Prepper is a data ingestion component that pre-processes documents before indexing them in OpenSearch.

decision-tree-id3

Developed ID3 algorithm for Decision Tree

documentation-website

The documentation for OpenSearch, OpenSearch Dashboards, and their associated plugins.

ebay-database-project

Developed eBay database from scratch by collecting requirements by analyzing the eBay website. Designed ER diagram including constraints and then mapped it to relational schema. Created normalized tables using SQL, implemented PL/SQL stored procedures and triggers.

f20-fundamentals-workshop

A workshop focused on examining the thought process of knowing what machine learning model to use on a given problem set.

id3-bagging-and-adaboost

Implemented Bagging and AdaBoost Ensemble Methods to the ID3 algorithm

logstash

Logstash - transport and process your logs, events, or other data

logstash-output-opensearch

A Logstash plugin that sends event data to a OpenSearch clusters and stores as an index.

mnist-image-classification

MNIST handwritten digit classification using Keras

mura-x-ray-classification

Classified abnormalities in X-ray images with musculoskeletal conditions using MURA dataset

opensearch-build

🧰 OpenSearch / OpenSearch-Dashboards Build Systems

pneumonia-detection-using-cnn

project-website

The source to opensearch.org

rando.js

The world's easiest, most powerful random function.

semeval

Classification of the semantic relation between a pair of entities in a sentence.

twitter-sentiment-analysis-using-spark-streaming-and-kafka

Spark streaming application that will perform sentiment analysis using NLP and Kafka. Sentiments are visualized using Kibana, Elasticsearch and Logstash.