balajisrinivas Goto Github PK

balajisrinivas

bias-and-variance-tradeoff-notes

A quick Q/A type document to understand about bias and variance tradeoff

blending-images-with-opencv

Example to show how can we blend two images of same size and overlay a small image on top of a large image using OpenCV

cats-vs-dogs-prediction

Kaggle URL: https://www.kaggle.com/arpitjain007/dog-vs-cat-fastai

chatbot-using-keras-tkintergui

chatbot-using-rasa-nlu

Weather updating Chatbot using RASA NLU

chest-x-ray-images-pneumonia-prediction

Dataset and Problem Statement: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia

color-detection-opencv

colorizing-black-and-white-images-using-python

Image colorization is the process of taking an input grayscale (black and white) image and then producing an output colorized image. The approach we are going to use here relies on deep learning. We will utilize a Convolutional Neural Network capable of colorizing black and white images with results that can even “fool” humans!

corona-virus-spread-analysis-march-2020

customers-leaving-bank

A bank is investigating a very high rate of customer leaving the bank. Here is a 10,000 records dataset to investigate and predict which of the customers are more likely to leave the bank soon.

data-visualization-using-pandas

Easy and Simple Visualizations

detect-face-and-blur-opencv

face-mask-detection

Detecting face masks using Python, Keras, OpenCV on real video streams

face-recognition-opencv

feature-engineering-atoz

finding-an-outlier

Using interquartile range IQR

flames

Simple flames game with Python

flask-login-app-postgres

gender-detection

Gender Detection using Python Keras and OpenCV on live camera

image-basics-with-opencv

Basic image operations and drawing shapes using OpenCV

image-classification-and-flask-app

keras-callbacks

matplotlib

Functional and Object Oriented Plotting in Matplotlib

ml-algorithms

Contains the algorithms explained in my YouTube channel

model-deployment-using-flask

Created a model to identify Spam messages and deployed the same using Flask. My website URL : https://model-deployment-portfolio.herokuapp.com/

natural-image-classification-kaggle

Kaggle URL: https://www.kaggle.com/prasunroy/natural-images

natural-language-understanding

netflix-movies-and-tv-shows-exploratory-analysis

This dataset consists of tv shows and movies available on Netflix as of 2019. The dataset is collected from Flixable which is a third-party Netflix search engine. In 2018, they released an interesting report which shows that the number of TV shows on Netflix has nearly tripled since 2010. The streaming service’s number of movies has decreased by more than 2,000 titles since 2010, while its number of TV shows has nearly tripled. It will be interesting to explore what all other insights can be obtained from the same dataset. Integrating this dataset with other external datasets such as IMDB ratings, rotten tomatoes can also provide many interesting findings.

nlp

Spacy Basics, Spans, Tokenization, Tokenization Visualizers, Stemming (Porter Stemmer and Snowball Stemmer), Lemmatization and Stopwords.