Multi-Node Hadoop Cluster with Docker
Setting up a Multi-Node Hadoop Cluster with Docker: Using a Self-Built Image from Apache Hadoop Repository

Loan Defaulter Prediction
A Machine Learning Case Study on Lending Club Data. Leveraging real-world financial data to build predictive models for credit risk assessment.

Import and Export Excel Data Into SQL Server using SSIS
Import and Export Excel Data Into SQL Server using SQL Server Integration Services(SSIS)

Hadoop Deployment on Docker
Hadoop 3.4.1 Deployment on Docker

Hadoop 3.3 Multi-Node Cluster
How to setup Hadoop 3.3 Multi-Node Cluster on Ubuntu.

Export Data from MySQL to PostgreSQL using Airflow.
Guide to Migrating Data from MySQL to PostgreSQL by utilizing Airflow’s Directed Acyclic Graph (DAG).

Export Data from MySQL to Hive using Airflow.
Guide to Migrating Data from MySQL to Hive by utilizing Airflow’s Directed Acyclic Graph (DAG).

Export and Import Data between HDFS and RDBMS using SSIS
Export and Import Data between Hadoop Cluster and SQL Server using SQL Server Integration Services(SSIS)

Decision Tree, Random Forest, and XGBoost
Decision Tree, Random Forest, and XGBoost: A Practical Guide with PySpark . Forecasting Financial Risk: A Real-World Machine Learning Project for Predicting Lending Club Defaulters

Decision Tree, Random Forest, and Gradient Boosting
Decision Tree, Random Forest, and Gradient Boosting: A Practical Guide with Apache Spark Scala API. A Machine Learning Approach to Credit Risk Forecasting: A Lending Club Case Study.

Decision Tree, Random Forest, and Gradient Boosting
Decision Tree, Random Forest, and Gradient Boosting: A Practical Guide with Apache Spark Java API. Predicting Loan Defaulters: A Real-World Machine Learning Case Study Using Lending Club Data

Apache Spark Scala API: Logistic regression and
Apache Spark Scala API: Logistic regression and Linear regression

Apache Spark PySpark API: RandomForest on Hadoop Cluster
Apache Spark PySpark API: RandomForestClassifier and RandomForestRegressor on Hadoop Cluster

Apache Spark Java API: GBTClassifier and GBTRegressor
Apache Spark Java API: GBTClassifier and GBTRegressor