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jlvengo's Projects

awesome-datascience icon awesome-datascience

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

compstats icon compstats

Code for a workshop on statistical interference using computational methods in Python.

dat8 icon dat8

General Assembly's Data Science course in Washington, DC

data-analytics-lessons icon data-analytics-lessons

Course lesson module notebooks and datasets for Lv1 and Lv 2 (Advanced) Data Analytics Bootcamps

data-science-ipython-notebooks icon 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.

diamonds-in-depth-analysis icon diamonds-in-depth-analysis

Given dataset of Diamonds with features such as Cut, Carat, Clarity etc. I have used libraries such as Pandas, Numpy, Matplotlib, Seaborn to Analyse and Estimate the Price of Diamonds based on the features. Using Scikit-Learn , implemented Algorithms to increase the effective R2 score.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pandas-deep-dive icon pandas-deep-dive

Time to dive deeper and wider with this hands-on pandas tutorial delivered by Brandon Rhodes during the PyCon 2015

pydata-book icon pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

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