patelatharva/Data_Warehouse_with_Amazon_Redshift

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Created over 5 years ago
Updated over 5 years ago

patelatharva/Data_Warehouse_with_Amazon_Redshift

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Building Data Warehouse with Amazon Redshift

Data_Pipelines_with_Apache_Airflow

Creating Data Pipelines with Apache Airflow to manage ETL from Amazon S3 into Amazon Redshift

Classify_Breast_Cancer_Type_From_Image

Using Convolutional Neural Network for image recognition in determining the type of tumour based on its ultrasonic image.

Jupyter Notebook

Starbucks_Exercise

Modeling customer conversion problem using different approaches with XGBoost algorithm for deciding whether to send promotion to the customer.

Jupyter Notebook

Credit_card_fraud_detection_ULB_with_Apache_Spark_on_Databricks

Credit card fraud detection model using Spark and LightGBMClassifier in Databricks runtime environment using dataset provided by Machine Learning Group at Université libre de Bruxelles (ULB).

Jupyter Notebook

Data_modeling_with_Postgres

Data Modeling with Postgres using Python and SQL

Topics

Explore latest news in any topic of your interest!

Data_modeling_with_Apache_Cassandra

Data Modeling with Apache Cassandra NoSQL database

Data_Lake_with_Apache_Spark

Data Lake created on S3 with Apache Spark

Analysis_of_Airbnb_property_listings_dataset

Exploratory and Machine Learning driven data Analysis of Airbnb property listings in Seattle

Jupyter Notebook

Arvato_Customer_Segmentation

Identified characteristics of population that match the existing customer base using PCA. Built statistical model to predict probability of conversion of person as new customer using LightGBM.