AI

Things That Make You Love Machine Learning

Reading Time: 3 minutes This blog is about Machine Learning and its overview. What is Machine? In a simple sentence, we can say that it is the functional system made by humans which follows some steps defined by the person who made it. The system consists of functional properties and this model is called a system architecture model. This is used to perform a particular task that reduces human Continue Reading

Cloud Data Loss Prevention (DLP): Part-2

Reading Time: 2 minutes Google Cloud Platform’s Data Loss Protection API provides a service that can make organizations manage sensitive data, including detecting and redaction, masking, and tokenizing such data. This can help organizations comply with regulations such as GDPR, and reduce the risk of data exposure and data breaches. Such as a name, email address, telephone number, identification number, or credit card number. In the previous blog Cloud Data Loss Continue Reading

Waffle Chart

Reading Time: 4 minutes A waffle chart is an interesting visualization that is normally created to display progress toward goals. It is commonly an effective option when you are trying to add interesting visualization features to a visual that consists mainly of cells, such as an Excel dashboard. so in this blog we will learn how to create waffle chart using python. If you want to go through some Continue Reading

Fundamentals of Tensorflow – Part I

Reading Time: 4 minutes What is TensorFlow? TensorFlow is an open-source end-to-end machine learning library. It is for preprocessing data, modeling data, and serving models (getting them into the hands of others). It has a comprehensive, flexible ecosystem of tools, libraries, and community resources that lets researchers push the state-of-the-art in ML. And developers easily build and deploy ML-powered applications. Installing TensorFlow TensorFlow is tested and supported on the following Continue Reading

How To Find Correlation Value Of Categorical Variables.

Reading Time: 4 minutes Hey folks, In this blog we are going to find out the correlation of categorical variables. What is Categorical Variable? In statistics, a categorical variable has two or more categories.But there is no intrinsic ordering to the categories. For example, a binary variable(such as yes/no question) is a categorical variable having two categories (yes or no), and there is no intrinsic ordering to the categories. Continue Reading

Dealing with Missing Values in Python

Reading Time: 4 minutes For any Data Scientist, its very normal to deal with data sets having missing terms and still be able to manage and create a good predictive model out of it. Here we will discuss some techniques to handle missing data in a given data set. Missing Value occur when no data is stored for a variable or feature. It could be represented as “?”, “NA”, Continue Reading

Getting Familiar with Activation Function and Its Types.

Reading Time: 7 minutes Hey Folks, In this blog we are going to discuss activation function in Artificial Neural Networks and their different types. Before going there, let’s get some idea about what is an artificial neural network? Artificial Neural Network(i.e., ANN) Artificial Neural Network refers to a biologically inspired sub-field of Artificial Intelligence modeled after the brain. ANN is a computational network based on a biological neural network Continue Reading

Logistic Regression in Machine Learning: A Guided Tour

Reading Time: 4 minutes In this blog we will understand about the logistic regression and see its practical implementation on loan prediction. What is Logistic Regression? Logistic regression is a statistical and machine learning technique for classifying records of a data set based on the values of the input fields. Let’s say we have a loan data set that we’d like to analyse in order to understand which customers might be Continue Reading

Is SpaCy Python NLP Any Good? Seven Ways You Can Be Certain

Reading Time: 4 minutes SpaCy is a free, open-source library for advanced Natural Language Processing (NLP) in Python. If you’re operating with plenty of text, you’ll eventually want to know more about it. For example, what’s it about? What do the phrases suggest in context? Who is doing what to whom? Which texts are just like every other? Certainly, spaCy can resolve all the problems stated above. Linguistic Features in SpaCy SpaCy goes Continue Reading

Data Science Project Life Cycle

Reading Time: 2 minutes Overview The development life cycle of a data science project is different than the traditional software development life cycle. Though the development methodologies and practices vary across organisations but most of them have similar processes. One such well known process is the Cross Industry Standard Process for Data Mining (CRISP-DM) and this blog will present a summarised version of it. Data Science Life Cycle The life cycle of a data Continue Reading

Personalization is paramount when targeting new customers in the banking industry

Reading Time: 5 minutes Established financial institutions need to target the right people at the right time. But truly seizing the opportunity in this space will require hyper-personalization. Most banking customers don’t think much about the industry unless they’ve reached a crossroads where they need a particular service. That means few people are actively looking to switch banks or are particularly susceptible to traditional marketing tactics. If banking customers Continue Reading

Machine-Learning-in-capital-market

Implementing Machine Learning in Capital Markets

Reading Time: 4 minutes When the COVID-19 outbreak became a global pandemic, financial-markets volatility hit its highest level in more than a decade, amid pervasive uncertainty over the long-term economic impact. Calm has returned to markets in recent months, but volatility continues to trend above its long-term average. Amid persistent uncertainty, financial institutions are seeking to develop more advanced quantitative capabilities to support faster and more accurate decision making. Continue Reading