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courses
fast.ai Courses
data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
LeetCode
:pencil: Python / C++ 11 Solutions of All 374 LeetCode Questions
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
Spoon-Knife
This repo is for demonstration purposes only.
statistical-analysis-python-tutorial
Statistical Data Analysis in Python
tutorials
amwai's Repositories
amwai/LeetCode
:pencil: Python / C++ 11 Solutions of All 374 LeetCode Questions
amwai/courses
fast.ai Courses
amwai/data-science-ipython-notebooks
Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
amwai/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
amwai/python-machine-learning-book
The "Python Machine Learning" book code repository and info resource
amwai/Spoon-Knife
This repo is for demonstration purposes only.
amwai/statistical-analysis-python-tutorial
Statistical Data Analysis in Python
amwai/tutorials