itratrahman

apache_spark_projects

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

applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

covid_19

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

data_science_training

This repo is dedicated to training for data science

deep_learn

deep_learn package contains numpy of implementation of a standard feed forward neural network. This package will be used as teaching material for my upcoming deep learning course. The model class `deep_learn.nn.ann` which implements feed forward neural network takes in network architecture as object field.

deep_learning_projects

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

face_verification

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

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.

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.

itratrahman/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.

itratrahman/covid_19

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

itratrahman/apache_spark_projects

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

itratrahman/face_verification

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

itratrahman/data_science_training

This repo is dedicated to training for data science

itratrahman/deep_learning_projects

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

itratrahman/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.

itratrahman/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.

itratrahman/applied-ml

📚 Papers & articles of companies sharing their work on applied data science & machine learning.

itratrahman/awesome-deep-learning-papers

The most cited deep learning papers

itratrahman/deep_learn

deep_learn package contains numpy of implementation of a standard feed forward neural network. This package will be used as teaching material for my upcoming deep learning course. The model class `deep_learn.nn.ann` which implements feed forward neural network takes in network architecture as object field.

itratrahman/awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Reinforcement Learning Project Ideas

itratrahman/course-collaboration-travel-plans

itratrahman/Data-Science--Cheat-Sheet

Cheat Sheets

itratrahman/deeplearning-models

A collection of various deep learning architectures, models, and tips

itratrahman/DeepLearningProject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

itratrahman/DeepLearningWithTF2.0

Practical Exercises in Tensorflow 2.0 for Ian Goodfellows Deep Learning Book

itratrahman/etl_pipeline_to_extract_english_characters

ETL pipeline to parse character image from pictures and create dataset of English Characters

itratrahman/github-pages-with-jekyll

itratrahman/github-upload

itratrahman/markdown-portfolio

itratrahman/natural_language_processing_project1

itratrahman/natural_language_processing_research

IN PROGRESS

itratrahman/nlp-beginner-guide-keras

NLP model implementations with keras for beginner

itratrahman/nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

itratrahman/OAuth2.0

Starter Code for Auth&Auth course

itratrahman/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

itratrahman/pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

itratrahman/restaurant_menu_app

A restaurant menu app with database and auth setup

itratrahman/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners with Latest APIs