How to start? | Egyptian AI & Big Data Geeks Offical Blog

learn Data Science by doing…
Here is a list of hands-on tutorials. Collected under a condition that it contains end to end practical steps starting from a data set and ending with the data science deliverable…

Have a joyful learning…

Kaggle solution to competition (Denoising Dirty Documents – Image Processing)
http://blog.kaggle.com/…/image-processing-machine-learning…/

/******************************************/

Kaggle Solution for Second Annual Data Science Bowl: Automatically Finding the Heart Location in an MRI Image

Part 1:
https://colinpriest.com/…/second-annual-data-science-bowl-…/

Part 2:
https://colinpriest.com/…/second-annual-data-science-bowl-…/

Part 3:
https://colinpriest.com/…/second-annual-data-science-bowl-…/

/******************************************/

Kaggle Titanic Solution in R
https://www.kaggle.com/c/…/detai…/new-getting-started-with-r

and in Python
https://www.kaggle.com/…/details/getting-started-with-python

/******************************************/

Predicting SAT scores for New York Schools
http://blog.kaggle.com/…/getting-started-with-pandas-predi…/

/******************************************/

Diagnosing Heart Diseases
http://blog.kaggle.com/…/diagnosing-heart-diseases-with-de…/

/******************************************/

Analytics Vidhya Case Study: Optimize Pricing for online vendor:
http://www.analyticsvidhya.com/…/solving-case-study-optimi…/

/******************************************/

Learn Analytics With Complete Case Study:
Part 1:
http://www.analyticsvidhya.com/…/learn-analytics-business-…/
Part 2:
http://www.analyticsvidhya.com/…/learn-analytics-business-…/

/******************************************/

Conjoint analysis with R
http://www.analyticsvidhya.com/…/beginner-tutorial-conjoin…/

/******************************************/

Kaggle solution: Text analytics:
http://www.analyticsvidhya.com/…/kaggle-solution-cooking-t…/

/******************************************/

Update: 28-July-2016:
Spam filtering using Python:
http://radimrehurek.com/data_science_python/

/******************************************/

Open source list of tutorials with links end-to-end:
https://github.com/donnemart…/data-science-ipython-notebooks

/******************************************/

Complete series for Kaggle competition
http://brettromero.com/wo…/category/technology/data-science/

/******************************************/

Open source index for Data Science practical lessons:
https://github.com/open-source-society/data-science

/******************************************/

Update 23rd April – 2017:

Kaggle All State Purchase Prediction:
https://www.kaggle.com/c/allstate-purchase-prediction-chall…

Solution in R:
https://github.com/B1aine/kaggle-allstate

Solution in Python:
https://github.com/alzmcr/allstate

/******************************************/

Kaggle MLSP Birds Classification:
https://www.kaggle.com/c/mlsp-2013-birds

Solution:
https://github.com/gaborfodor/MLSP_2013

/******************************************/

Kaggle Galaxy Zoo Challenge:
https://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge

Solution in Python:
https://github.com/benanne/kaggle-galaxies

/******************************************/

Kaggle Large Scale Hierarchical Text Classification:
https://www.kaggle.com/c/lshtc

Solution in C++ (WoW – 3rd Place Winner):
https://github.com/nagadomi/kaggle-lshtc

/******************************************/

Another great list of competitions with answers:
http://www.chioka.in/kaggle-competition-solutions/

/******************************************/

To be continued…
Please share your links and I’ll add it…

Posted By: Ahmed Zareef