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Kai's Projects

10-steps-to-become-a-data-scientist icon 10-steps-to-become-a-data-scientist

πŸ“’ Ready to learn! you will learn 10 skills as data scientist:πŸ“š Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

a-comprehensive-deep-learning-workflow-with-python icon a-comprehensive-deep-learning-workflow-with-python

This tutorial demonstrates the basic workflow for Deep Learning.You should be familiar with basic linear algebra,Python and the Jupyter Notebook editor. It also helps if you have a basic understanding of Machine Learning and classification.

algorithms icon algorithms

Minimal examples of data structures and algorithms in Python

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

code icon code

ActiveState Code Recipes

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.

datacleaner icon datacleaner

A Python tool that automatically cleans data sets and readies them for analysis.

django icon django

The Web framework for perfectionists with deadlines.

freecodecamp icon freecodecamp

The https://freeCodeCamp.com open source codebase and curriculum. Learn to code and help nonprofits.

hackermath icon hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

ipython icon ipython

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

numpy icon numpy

The fundamental package for scientific computing with Python.

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

python-cookbook icon python-cookbook

Code samples from the "Python Cookbook, 3rd Edition", published by O'Reilly & Associates, May, 2013.

requests icon requests

Python HTTP Requests for Humansβ„’ ✨🍰✨

sage icon sage

Mirror of the Sage source tree -- please do not submit PRs here -- everything must be submitted via https://trac.sagemath.org/

sample-notebooks icon sample-notebooks

Sample notebooks that are published by IBM for IBM Data Science Experience.

scipy icon scipy

Scipy library main repository

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