debarshidatta Goto Github PK

awesome-springboard-capstones

Place for collecting great projects/capstones from previous springboard students.

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

computer-vision

A solid conceptual understanding of how visual information can be processed by humans and machines. Compare and contrast the human vision system and computer vision systems designed to achieve comparable functionality. Contextualize the latest advances in computer vision, artificial intelligence, and deep learning and their impact on the advancement of vision science.

data-science

Basics NumPy, Pandas, Matplotlib, Seaborn, ScikitLearn, and SciPy application on data augmentation, manipulation, visualization.

datascienceguidedcapstone

ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

dsc_intro

Exercises to accompany the free Springboard introductory data science "taster" course.

experimental-design-and-biometry-r-

The repository is about the basic statistical concepts and procedures that are necessary to conduct statistical analyses in biological research. The codes are about probabilistic foundations, experimental designs and their analyses, summarizing and visualizing data, and inferential statistics.

featuretools

Adapted exercise from here: https://github.com/Featuretools/predict-customer-churn/blob/master/churn/3.%20Feature%20Engineering.ipynb

machine-perception-class

naivebayes_mnist

I implemented a Naive Bayes classifier form scratch and applied it on MNIST dataset.

ndewsredditscraper

NDEWS Reddit Scraper

pandas-profiling

python-training

Python training for business analysts and traders

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

segmentation

COVID-19 Lung Segmentation

skidataviz

code for visualizing data collected about ski resorts

springboard