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adventureworks

Data analysis is performed and various dashboards are prepared in Tableau.

aipnd

Code and associated files for the AI Programming with Python Nanodegree Program

aipnd-exercises

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

big_data_technologies

*This repository is under construction* This repository is an introduction to Big-Data Technologies such as PySpark, Data Lakes, etc.

cv

data_analysis

This repository contains various projects for data analysis.

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep_learning

This repository explains various concepts in Deep Learning through project implementation in Tensorflow using Keras.

dl_pytorch

Code for the Deep Learning with PyTorch lesson

exploratory-data-analysis-on-haberman-s-survival-data-set

Using EDA, Haberman's Survival Data Set has been explored in this repository.

exploratory_data_analysis_eda_on_iris_data_set

Using EDA, IRIS Data Set, one of the oldest data sets created in 1936, has been explored in this repository.

facebook_friend_recommendation_project

Built ML models that recommend new friends to a user.

food_reviews_project

Using NLP techniques, Machine Learning models are built that can classify the reviews into being positive or negative.

machine_learning_algorithms

This repository explains various Machine Learning algorithms and their implementation in sklearn in the form of projects.

natural_language_processing

The foundations of NLP are discussed in this repository.

opencv-tutorials

Contains OpenCV tutorials

pca

This repository explains PCA, a dimensionality reduction technique, and shows its implementation on the MNIST dataset to reduce its dimensionality from 784-d to 2-d so that it could be visualized 2-d.

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

recommendation-engine

A simple recommender engine is created using the Turicreate library.

repo_resources

This repository contains various resources such as images, pdfs , etc. required for building other repositories.

self_driving_car_project

A self driving car has been implemented in this repository using Convolution Neural Network, a deep learning architecture.

t-sne

This repository explains t-SNE, a dimensionality reduction technique, and shows its implementation on the MNIST dataset to reduce its dimensionality from 784-d to 2-d so that it could be visualized 2-d.

tabula-py

Simple wrapper of tabula-java: extract table from PDF into pandas DataFrame

tensorflow-livelessons

"Deep Learning with TensorFlow" LiveLessons

tkinter-tutorials

Contains Tkinter tutorials

website-resources

Necessary resources for work.