ajayshewale

Sentiment-Analysis-of-Text-Data-Tweets-

This project addresses the problem of sentiment analysis on Twitter. The goal of this project was to predict sentiment for the given Twitter post using Python. Sentiment analysis can predict many different emotions attached to the text, but in this report, only 3 major were considered: positive, negative and neutral. The training dataset was small (just over 5900 examples) and the data within it was highly skewed, which greatly impacted on the difficulty of building a good classifier. After creating a lot of custom features, utilizing bag-of-words representations and applying the Extreme Gradient Boosting algorithm, the classification accuracy at the level of 58% was achieved. Analysing the public sentiment as firms trying to find out the response of their products in the market, predicting political elections and predicting socioeconomic phenomena like the stock exchange.

Algorithmic-Toolbox-Coursera-Solutions-Python

This repository contains Python-based solutions on Algorithm Toolbox Coursera program. Course link: www.coursera.org/learn/algorithmic-toolbox

Predict-the-Criminal

A simplistic approach to the hackerearth problem: Predict the Criminal.

blood-bank-system

iiitvchatapp

An android chat application based on sockets and some additional features like maps integration ,calendar and notification and gmail integration

Automatic-time-table-application

Our project is on ubuntu application for automatic time table

Bad-posture-recognition-and-heart-sensor-monitor-using-Arduino

Embedded system becomes very popular these recent years, especially in health monitor system. Therefore we are working on the application for Bad posture and heart pulse monitoring technology using Arduino, Accelerometer, Ultrasonic sensor, heart sensor.

Data-Science-Hiring-Challenge-Predict-Projects-Success

This repository contains solution for Data Science Hiring Challenge (Jan 16, 2018, 12:00 PM IST - Jan 29, 2018): Predict Project's Success

ai-lab

Lab assignemnets for CS308 Introduction to AI class.

alexa_template

A template and tutorial for building an Alexa Skill written in Python focused on readability.

ajayshewale/Best-README-Template

An awesome README template to jumpstart your projects!

ajayshewale/Mindex-Java-Code-Challenge

ajayshewale/College-HR-Management-and-Payroll-System

ajayshewale/blood-bank-system

ajayshewale/Finding-Donors-for-Charity-ML

ajayshewale/Sentiment-Analysis-of-Text-Data-Tweets-

This project addresses the problem of sentiment analysis on Twitter. The goal of this project was to predict sentiment for the given Twitter post using Python. Sentiment analysis can predict many different emotions attached to the text, but in this report, only 3 major were considered: positive, negative and neutral. The training dataset was small (just over 5900 examples) and the data within it was highly skewed, which greatly impacted on the difficulty of building a good classifier. After creating a lot of custom features, utilizing bag-of-words representations and applying the Extreme Gradient Boosting algorithm, the classification accuracy at the level of 58% was achieved. Analysing the public sentiment as firms trying to find out the response of their products in the market, predicting political elections and predicting socioeconomic phenomena like the stock exchange.

ajayshewale/DLND-Image-Classification

In this project, you'll classify images from the CIFAR-10 dataset. The dataset consists of airplanes, dogs, cats, and other objects. You'll preprocess the images, then train a convolutional neural network on all the samples. The images need to be normalized and the labels need to be one-hot encoded. You'll get to apply what you learned and build a convolutional, max pooling, dropout, and fully connected layers. At the end, you'll get to see your neural network's predictions on the sample images.

ajayshewale/alexa_template

A template and tutorial for building an Alexa Skill written in Python focused on readability.

ajayshewale/Data-Science-Hiring-Challenge-Predict-Projects-Success

This repository contains solution for Data Science Hiring Challenge (Jan 16, 2018, 12:00 PM IST - Jan 29, 2018): Predict Project's Success

ajayshewale/Predict-the-Criminal

A simplistic approach to the hackerearth problem: Predict the Criminal.

ajayshewale/machine-learning

Content for Udacity's Machine Learning curriculum

ajayshewale/Algorithmic-Toolbox-Coursera-Solutions-Python

This repository contains Python-based solutions on Algorithm Toolbox Coursera program. Course link: www.coursera.org/learn/algorithmic-toolbox

ajayshewale/twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

ajayshewale/pandas-datareader

ajayshewale/cufflinks

Productivity Tools for Plotly + Pandas

ajayshewale/Django-Deployment

This is Django Deployment exercise

ajayshewale/opensource.guide

Community guides for open source creators

ajayshewale/Sahayak

Artificial intelligence is a technology that makes interactions between man and machines using natural language processing. Natural language processing is a field of computer science which involves making computers derive meaning from human language and input as a way of interacting with the real world. In this project, we are addressing central problems faced by farmers, students, and citizens. Nowadays, it is straightforward to google queries on the internet, but due to the millions of search results, relevant and semantic information regarding questions are difficult to obtain. Also, there is a high demand for such problems to be on a single platform and this is what our application will provide. A simple yet effective chat bot which will suggest and provide all the relevant information about the query. Our target audience will be the most important factors of this project (mainly farmers).

ajayshewale/Bad-posture-recognition-and-heart-sensor-monitor-using-Arduino

Embedded system becomes very popular these recent years, especially in health monitor system. Therefore we are working on the application for Bad posture and heart pulse monitoring technology using Arduino, Accelerometer, Ultrasonic sensor, heart sensor.

ajayshewale/datastructures

ajayshewale/ai-lab

Lab assignemnets for CS308 Introduction to AI class.

ajayshewale/iiitvchatapp

An android chat application based on sockets and some additional features like maps integration ,calendar and notification and gmail integration

ajayshewale/Automatic-time-table-application

Our project is on ubuntu application for automatic time table

ajayshewale/sample-legacy-django-app

A sample Django app demonstrating the use of the GoCardless Legacy API and the Python client.

ajayshewale/information-retrieval