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aie

Big Data, ML, DL, RL study materials

autocomplete-ngram-model

NLP Autocomplete N-Gram Model

aws-kinesis-poc

deeplearning.ai-natural-language-processing-specialization

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

dimensional-reduction-playground

Reference for Topic Modleing with Latent Dirichlet Allocation

dl-oneshot-object-detection

A Siamese Neural Network playground with Pytorch and TensorFlow

docker-big-data-playground

Single Node Big Data Playground with Docker compose : Apache Spark, Apache Airflow, Apache Livy, Jupyter Notebook

gyan42.github.io

Website materials for Gyan42

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

interview-preparation-qna

Interview Q & A for quick references

julia_notebooks

Julia Jupyter/Colab Notebooks

mathematics-for-machine-learning

Mathematics for Machine Learning Specialization

ml-serving-playground

Tutorials/Examples to keep track of ML serving space

ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

model-store

Model store for custom build DL models

mozhi

Mozhi ("language" in Tamil) pronounced as moli . Full stack NLP stack for NER tasks.

mozhi-datasets

To store custom datasets used in Mozhi repo

naive_text_tagger

Flask based Text annotation tool for educational purpose

numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

processing-text-data

Presents an optimized Apache Beam pipeline for generating sentence embeddings (runnable on Cloud Dataflow).

pyspark-learning-ground

rl-doom

Let RL agent do the shooting for us!

rl-flappy-bird

Helping flappy bird to fly with Reinforcement Leanring

rl-gridworld

Simple tool to Visualize the Q-Learning

rl-gym-cartpole-v0

PyTorch to train a Deep Q Learning (DQN) agent on the CartPole-v0

rl-multi-context-bandit

rl-path-finding

spark-standalone-cluster-on-docker

Learn Apache Spark in Scala, Python (PySpark) and R (SparkR) by building your own cluster with a JupyterLab interface on Docker. :zap:

spark-streaming-playground

Full Stack Data Science projects centered around Apache Spark Streaming for educational purpose.