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academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

analytics-handbook

Getting started with soccer analytics

blogspace.github.io

code-with-engineering-playbook

This is the playbook for "code-with" customer or partner engagements

csv-conf-v3

data-engineering-howto

A list of useful resources to learn Data Engineering from scratch

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.

data_science_resources

📊 Data Science Resources, Data Science Standards & Machine Learning Pipelines

dataeng

Repository fo Data Engineering Course

datascienceguidedcapstone

developer-roadmap

Roadmap to becoming a web developer in 2019

dna

Data and Analytics Platform provides A-Z solution for enterprises in Analytics area, from transparency on planned and ongoing activities up to providing open source components to realize them. All in self-service manner, cloud independent with minimum infrastructure footprint.

fastai

The fast.ai deep learning library, lessons, and tutorials

jupyter

Jupyter metapackage for installation, docs and chat

ladwp_energy_demand_forecast

Utilizing LADWP to forecast Day Ahead Demand

learndatascience

Open Content for self-directed learning in data science

mathart

Create mathematical art with R

modern-nlp-in-python

mypythonnotebooks

natural-language-processing

neural-networks-demystified

Supporting code for short YouTube series Neural Networks Demystified.

nlp_workshop_odsc19

Contains all tutorials and hands-on examples for the ODSC 2019 Workshop

pg2dm-python

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

pym

Python for you and me book

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytudes

Python programs to practice or demonstrate skills.

sbexercises

Exercises

springboard

Documentation for Capstone Projects and mini-projects

springboard-1