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

📢 Ready to learn! you will learn 10 skills as data scientist:📚 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.

cai-data-explorer

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computational-statistics-with-python

Resources for STA 633 class

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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.

dataanalysis

The lecture slides for Coursera's Data Analysis class

datasciencespcoursenotes

Compiled Notes for all 9 courses in the Coursera Data Science Specialization

dsnd_term2

Contains files related to content and project of DSND Term 2

dssi-py

fight-churn

Code from the book Fighting Churn With Data

findtools

findtools is a pythonic implementation of file search routines inspired by GNU Findutils

finplots

Financial Charts In Python

freecodecamp

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

github-cheat-sheet

A list of cool features of Git and GitHub.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

intro-python-data-science

The Art of Data Science - Python @

mlcourse.ai

Open Machine Learning Course

pdfminer

Python PDF Parser

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

programs

Logical Programs

project-based-learning

Curated list of project-based tutorials

public-apis

A collective list of free APIs

pyconuk-introtutorial

practical introduction to pandas and scikit-learn via Kaggle problems

python

All Algorithms implemented in Python

python-beginners-guide

Learn basics of Python from scratch with self explanatory examples

python-fundamentals

Materials for teaching the Python FUNdamentals workshop at UC Berkeley's D-lab

r_programming_e

:incoming_envelope: Team swirl's R Programming Course with Email Notifications

rpackages

R package development - the Leek group way!

sas

This is the collection of my own SAS utility macros/ sample code over my past 10 years of SAS programming and analysis experience.