farahzack's repositories
adv-r
Advanced R programming: a book
awesome-data-engineering
A curated list of data engineering tools for software developers
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-R
A curated list of awesome R packages, frameworks and software.
ciml
A Course in Machine Learning
Data-Science--Cheat-Sheet
Cheat Sheets
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.
DataScienceR
a curated list of R tutorials for Data Science, NLP and Machine Learning
datasharing
The Leek group guide to data sharing
deep-learning-workshop
Deep learning workshop materials
go
The Open Source Data Science Masters
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
lectures
Oxford Deep NLP 2017 course
lectures-labs
Slides and labs for Deep Learning lectures
PyDataset
Instant access to many datasets.
scipy-2017-tutorial-pandas
SciPy 2017 Pandas Tutorial