itratrahman/apache_spark_projects

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Updated over 6 years ago

itratrahman/apache_spark_projects

itratrahman

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This repository contains pyspark using large dataset. It contains mostly predictive analytics.

machine_learning_projects

This repository contains my machine learning projects on kaggle data.The jupyter notebooks here serve as excellent tutorials. I have embarked on a career as video course publisher. So these notebooks might end up as lesson materials.

Jupyter Notebook

covid_19

This project contains AI and Data Science projects that analyses disease classification from images, forecasting, and EDA report of the pandemic.

Jupyter Notebook

face_verification

This project is on deep learning based face verification. This test trained and pretrained deep models on benchmark data.

Jupyter Notebook

data_science_training

This repo is dedicated to training for data science

Jupyter Notebook

deep_learning_projects

This repository contains my deep learning projects on benchmark datasets.The jupyter notebooks here serve as excellent tutorials.

Jupyter Notebook

py_algo

(IN PROGRESS) This repository has python implementation of all the fundamentals data structures and algorithms. One of the next courses I am going to create will be on "Algorithms and Data Structures", and this repo is a sample.

reinforcement_learning_projects

This repository contains my reinforcement learning projects on environments of openai gym. Gym is a toolkit for developing and comparing reinforcement learning algorithms. It supports teaching agents everything from walking to playing games like Pong or Pinball.

Jupyter Notebook