Predicting how the stock market will perform is one of the most difficult things to do. There are so many factors involved in the prediction — physical factors vs. psychological, rational and irrational behavior, etc. …

Age and gender, two of the key facial attributes, play a very foundational role in social interactions, making age and gender estimation from a single face image an important task in intelligent applications, such as access control, human-computer interaction, law enforcement, marketing intelligence, and visual surveillance, etc. Here, we have…

In this blog, we will see how to perform data analytics and generate reports in Power BI. Data Analytics Data analytics is the science of analyzing raw data to make conclusions about that information. Data analytics help a business optimize its performance. Any type of information can be subjected to data analytics…

In this blog, 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. Along with creating simple dashboard. Consume Data with Power BI Load your data from excel, or any other source where…

Datasets nowadays are very detailed, including more features in the model makes the model more complex, and the model may be over fitting the data. Some features can be the noise and potentially damage the model. By removing those unimportant features, the model may generalize better. The SkLearn website listed…

Power BI 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 Flow Generally, the flow starts at the Power BI Desktop, where a report is created. This created…

This blog is about the data preprocessing using the Orange tool. Visit the profile for previous blogs. …

Neo4j Tool Neo4j stores and manages data in its more natural, connected state, maintaining data relationships that deliver lightning-fast queries, deeper context for analytics, and a pain-free modifiable data model. In a simple word, Neo4j is the MySQL of the graph databases. It provides a graph database management system, a language to…

In this blog we will discuss about more features of Orange Tool. To learn basic of Orange Tool then see my previous blog named Getting started with Orange Tool. …

This blog is about Orange tool,which is a tool used in the data science.In this blog I will discuss about basic of Orange Tool and its various features.So lets get started. What is Orange Tool? Orange is an open-source data visualization, machine learning and data mining toolkit. It features a…

What is Web Scraping ?? The technique of obtaining structured web data in an automated manner is known as web scraping. It’s also known as the method of automatically collecting structured web data. To extract data using web scraping with python, you would like to follow these basic steps: Find the URL that you want…

In any Machine Learning process, Data Preprocessing is that step in which the data gets transformed, or Encoded, to bring it to such a state that now the machine can easily parse it. In other words, the features of the data can now be easily interpreted by the algorithm. There…