Swapnil Awasthi's repositories
Python-Ngram
mltk ngram
pyod
A Python Toolkit for Scalable Outlier Detection (Anomaly Detection)
datascience-exam
Repo supporting data science team interview exams.
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
interpretable-ml-book
Book about interpretable machine learning
SDMproject
SDM project
missingno
Missing data visualization module for Python.
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.
diabetes_use_case
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
solutions
Solutions for projects.
tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
PythonMachineLearning
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
nips2017
A list of resources for all invited talks, tutorials, workshops and presentations at NIPS 2017
Dashboard
Excel Dashboard
IntroToDataScience
GitHub Repository to accompany my YouTube series of videos on Introductory Data Science using R.
ggplot2
Data visualization using ggplot2 in R
cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers
CVProjects
Links to CV projects
python
pythoncode
Data-Science-Projects
Many personnal DataScience projects for learning, including Kaggle challenges
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python3)
lectures
Oxford Deep NLP 2017 course
Business-Analytics
Data Analytics, Statistics, Visualization (R / Python)
Twitter-Sentiment-Analysis-R-Tutorials
Codes for the tutorials available on https://www.youtube.com/playlist?list=PLYOWzFZlEZiXGKcvmC-8tZu_drpgPk2Eh
RcodeProjects
R code
MachineLearningCoursera-
Machine Learning coursera - John Hopkins