The project is based on creating a chatbot using Amazon Lex with whatsapp integration. In the project we create a Gift Card chatbot which allows the users to buy giftcard from the available giftcards and send the giftcard to the person they want through email/sms. The chatbot is created using…

About Dataset: The dataset is about Autistic spectrum Disorder and dataset has various features on basis of which one can classify whether a person has ASD or not. Below screenshot shows the dataset that is being provided and it is being loaded in the Orange tool for data preprocessing and…

About the Dataset — In this guide, we’ll use an IMDB dataset of 50k movie reviews available on Kaggle. The dataset contains 2 columns (review and sentiment) that will help us identify whether a review is positive or negative. …

Test the data science model using your own image — In this Python Project, we will use Deep Learning to accurately identify the gender and age of a person from a single image of a face. We will use the models trained by Tal Hassner and Gil Levi. The predicted gender may be one of ‘Male’ and ‘Female’, and the…

Data reduction using variance threshold, univariate feature selection, recursive feature elimination, PCA, correlation — Data Set Description In this practical performed by me I have chosen the iris dataset. The Iris flower data set or Fisher’s Iris data set is a multivariate data set introduced by the British statistician and biologist Ronald Fisher in his 1936 paper The use of multiple measurements in taxonomic problems as an…

Generate a report that contains various visualizations — In this series of using Power BI for generating various reports using the dataset we have, this blog comprises of how we can load data in Power BI from excel datasheet, perform data analytics and create report with various visualizations. Data Analytics Data analytics is the science of analyzing raw data to…

In this post, I would be discussing about how we can create a simple dashboard in Power BI using the data that I had loaded in Power BI which is mentioned in my previous blog. …

Prepare data for analysis and model data in PowerBI — PowerBI Tool Power BI is a business analytics service by Microsoft. It aims to provide interactive visualizations and business intelligence capabilities with an interface simple enough for end users to create their own reports and dashboards. Power BI provides cloud-based BI (business intelligence) services, known as “Power BI Services”, along with a…

In one of the previous blog of mine I had talked about data preprocessing using the Orange library in python. Now in this blog I would be describing another way of performing data preprocessing in python using the Scikit-Learn library. Data Preprocessing Data preprocessing is a step in the data mining and…