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Created almost 4 years ago
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Affanamin

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

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)

Jupyter Notebook

DataAnalysis_Seaborn

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

Jupyter Notebook

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.

Jupyter Notebook

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.

Jupyter Notebook

BigDataProject

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.

Python

Machine-Learning-Models

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

Jupyter Notebook

TimeSeries_projects

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

Jupyter Notebook

Affanamin/DataScience_AllPipelines

Affanamin

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