Telecom Paris Data Science Master of Technology
In this directory you'll find part of my school projects on Data Science. These include :
- 1.Machine Learning algorithms with Python and R
- 2.No SQL DBMS, MongoDB, for electrical energy consumption in the US and post analysis in R with correlation between energy consumption and temperature measured
- 3.Semantic Web analysis on Wikipedia articles, exercices using regular expressions
- 4.Multimedia data analysis on a Belgian TV show using Python and Librosa library
- 5.Supervised learning classifiers survey on hand-written digits recognition and comparison with Python
- 6.Deep neural network construction on hand-written digits recognition with Lua and Torch
- 7.Support Vector Machine Classifier and Support Vector Regression with Python and Scikit Learn
- 8.Topic clustering using bag of words on articles (See Professional_project repo)
- 9.Hidden Markov Model on Part Of Speech processing and Digits recognition
- 10.Distributed computing on wikipedia articles using a virtual machine and Hbase
- 11.Dataviz on France Map and population by town using D3
- 12.[Page Rank algorithm on Python using Hadoop and MapReduce]