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berkstats

Materials for the stats & R crash course at the Berkman Klein Center

bigdata

Course repository: Big Data Statistics for R and Python (Part I)

bigdataproject

cml-course

coding-interview-university

A complete computer science study plan to become a software engineer.

dataanalytics

Data Analytics 1: Predictive Econometrics

datahandling

deep-learning-for-beginners

Deep Learning for Beginners, published by Packt

intro

Course materials for "Introduction to Data Science with R", a video course by RStudio and O'Reilly Media

intro-to-python

An intro to Python & programming for wanna-be data scientists

machine-learning-course

Machine Learning for Economists and Business Analysts

machine-learning-with-python

Python code for common Machine Learning Algorithms

pandas-tutorial

Material for the pandas tutorial at EuroScipy 2016

python

All Algorithms implemented in Python

r

Sentiment analysis and visualization of real-time tweets using R

r-1

All Algorithms implemented in R

r_intro

Lecture materials for a brief introduction to programming with R

scikit-learn

scikit-learn: machine learning in Python

sentiment-analysis-twitter

:mortar_board:RESEARCH [NLP :thought_balloon:] We use different feature sets and machine learning classifiers to determine the best combination for sentiment analysis of twitter.

thesis

twitter-sentiment-analysis

It is a Natural Language Processing Problem where Sentiment Analysis is done by Classifying the Positive tweets from negative tweets by machine learning models for classification, text mining, text analysis, data analysis and data visualization

twitter-sentiment-analysis-1

Monitor the reception of a new mobile phone on Twitter to help a business reduce its risk of failure and improve product quality using Machine Learning Sentiment Analysis

twitter-sentiment-analysis-2

Full workflow to perform sentiment analysis on Twitter data. Contains crawlers, parsers, preprocessing, machine learning model creation, and various plots.

unilu_unsupervised_learning

unsupervised_ml_project

This is a project as part of the unsupervised machine learning lecture.

w2v-on-your-facebook-chat

Python script to turn your Facebook chat into a Word2Vec t-SNE word cloud.

youtube_tutorials

Collection of scripts corresponding to LucidProgramming YouTube tutorials