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Stephen Sebastian's Projects

automobile-pricing-predictor icon automobile-pricing-predictor

This ML project is developed to analyze and visualize the used car prices for the automobile dataset (source : Kaggle) in order to predict the most probable car price with maximum precision and accuracy.

boston-house-price-predictor icon boston-house-price-predictor

This is a ML model implemented by me using the Boston House Price dataset. This ML model is implemented by using Random Forest Regressor model with 89.67% model prediction accuracy.

cassandra-kafka-pyspark-streaming-datapipelines icon cassandra-kafka-pyspark-streaming-datapipelines

Develop a real-time streaming data pipeline using Cassandra and Kafka. Ingest, process, and store data efficiently, enabling scalable, fault-tolerant, and low-latency analytics for dynamic, high-volume datasets.

flask_tech_blog icon flask_tech_blog

Fully functional Tech blog created by using Flask microservice and SQLAlchemy library is used as a connecter to connect with the MySQL DB.

hive-project-to-build-data-warehouse-for-e-commerce icon hive-project-to-build-data-warehouse-for-e-commerce

Hive-Project-to-build-Data-Warehouse-for-E-Commerce is an open source Data-Warehouse tool to process structured data on top of Hadoop which is meant to solve the Analytical problem. Analytical system is the one where we deal with the historical data. It analyses the large batches of data Long running jobs to Multiple Data Sources.

iris-petal-length-predictor icon iris-petal-length-predictor

This is a ML model implemented by me using the Iris petal length dataset. This ML model is implemented by using Random Forest Classifier model with 97.77% model prediction accuracy.

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