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data-mining

Some algorithms to form frequent itemsets/association rules from datasets, where many techniques, such as FP-tree, Apriori, PSO, GA, Granular computing, Central limit theorem and so on, are applied

data-mining-1

Lecture slides and quizzes for Leskovec, Rajaraman, and Ullman's "Mining of Massive Datasets" Stanford course

data-mining-on-social-media

Python scripts to extract tweets and facebook posts from public users.

data-mining-project

Analyzing Airline data to predict delays

data-poisoning-release

data-processing-pipeline

Real-Time Data Processing Pipeline & Visualization with Docker, Spark, Kafka and Cassandra

data-science--cheat-sheet

Cheat Sheets

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

data-science-blogs

A curated list of data science blogs

data-science-from-scratch

code for Data Science From Scratch book

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

data-science-with-python

data-structures-and-algorithms

Repository for the Data Structures and Algorithms course

data-summ-cnn_dailymail

non-anonymized cnn/dailymail dataset for text summarization

data_skills

Web scraper for indeed job search to reveal the data scientist required skills keywords

datafilter-recsys

code for ResSys'18 paper: "Exploring Recommendations Under User-Controlled Data Filtering"

datapipeline

Real time stock data pipeline --play with Kafka, Cassandra, Spark, Redis, Node.js, Zookeeper

datasciencecoursera

datasciencepython

common data analysis and machine learning tasks using python

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

dataset-factoid-movies

A question answering research dataset of movie-related factoids

dataset-sts

Semantic Text Similarity Dataset Hub

datasets-for-computer-vision

Here are some of the datasets for the computer vision

datashader

Turns even the largest data into images, accurately.

datasharing

The Leek group guide to data sharing

datasmash

Data Smashing

datastories-semeval2017-task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

datastructureandalgorithmicthinkingwithpython

Data Structure And Algorithmic Thinking With Python

datastructuresandalgorithmsmadeeasy

Data Structures And Algorithms Made Easy