Discover Affanamin/BigDataProject Open Source project

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Created 7 months ago
Updated 7 months ago

Affanamin

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In this project I have created an end to end Big data ETL pipeline which comprised of Hadoop HDFS as storage layer, Apache Hive as Datawarehouse, Apache spark as ETL engine, Apache airflow as data orchestration and presto for query analysis.

TimeSeriesForecasting

In this repository we will forecast time, through ARIMA and SARIMAX initially and will upload some complex projects as well on VAR (Vector Auto Regression) VECM (Vector Error Correction Models) ARDL (Auto Regressive Distributed Lag Models) Recurrent Neural Networks (FFTT or RTNN)

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DataAnalysis_Seaborn

In this repository all important seaborn code will be uploaded, So stay tuned

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PowerBI_Repo

Oddo and power BI integration,

KerasTuner_CNN

In this project we have tune our Convolution Network with keras Tuner to get better accuracy. We used Mnist-Fashion data set to train CNN model.

Python

COVID19_DataAnalysis

Seasons will effect Corona Virus ? Detailed data analysis can be experienced in this notebook.

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AIchatbot

Artificial Intelligence based chat-bots are always fun to learn. Lets explore a chat-bot created on google dialog-flow with email sending capabilities.

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Machine-Learning-Models

There are different machine learning projects starting from basic to advanced level.

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DataScience_AllPipelines

In this repo, i have uploaded notebooks having necessary pipelines of datascience project that is Exploratory Data Analysis, Feature Engineering and Feature Selection

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TimeSeries_projects

In this repository all important time series projects are available including kaggle competitions.

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Affanamin/BigDataProject

Affanamin

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