Artificial intelligence

Data Lake – Build it in Phases

Reading Time: 3 minutes Data Lake – How to build a data lake and what are the phases involved in the same.

The Platform Strategy – ignore it at your own peril

Reading Time: 4 minutes Introduction You are developing a product trying to help your core business grow through technology. The easiest way to start is to design what you need and start coding it as a monolithic blob. The product becomes successful and you start seeing the impact that it has made on your business. The next thought is to make the product commercially available so that other businesses Continue Reading

MachineX: Heart Diseases detection using Machine Learning

Reading Time: 4 minutes In this blog, we will be going to see how we can use machine learning and data science to detect or to predict potential Heart Diseases. Introduction Heart disease describes a range of conditions that affect your heart. Diseases under the heart disease umbrella include blood vessel diseases, such as coronary artery disease, heart rhythm problems (arrhythmias) and heart defects you’re born with (congenital heart Continue Reading

MachineX: Diabetic retinopathy detection using AI

Reading Time: 3 minutes In this blog we are going to discuss about diabetic retinopathy and how can we prevent it by using Artificial intelligence. Diabetic retinopathy is a diabetes complication that affects eyes. Damage to the blood vessels of the light-sensitive tissue of the retina causes this complication. Diabetic retinopathy (DR) is a leading cause of vision-loss globally. Approximately one-third of 285 million people with diabetes mellitus worldwide Continue Reading

Boosting medical diagnosis with Klickare

Reading Time: 4 minutes In this blog, we are going to see how KlicKare can boost up medical diagnosis by using deep learning. Medical diagnostics are a category of medical tests designed to detect infections, conditions, and diseases. These medical diagnostics fall under the category of in-vitro medical diagnostics (IVD) which be purchased by consumers or used in laboratory settings. Biological samples are isolated from the human body such Continue Reading

Understanding AI

Reading Time: 3 minutes By definition, Artificial intelligence is the creation of agents which would perform well in a given environment. This serves as an introduction to AI. So, what does an agent mean? Intelligent Agent An agent is an entity which would take an action based on the input and the environment in which it is operating. For example, when you tell the iRobot roomba to clean the Continue Reading

MachineX: Malaria detection using Artificial Intelligence

Reading Time: 5 minutes In this blog we will talk about why Malaria detection is important to detect early presence of parasitized cells in a thin blood smear. Introduction Malaria is a deadly, infectious mosquito-borne disease caused by Plasmodium parasites. These parasites are transmitted by the bites of infected female Anopheles mosquitoes. While we won’t get into details about the disease, there are five main types of malaria. Let’s Continue Reading

Is Machine Learning In Banking Sector The Most Trending Thing Now?

Reading Time: 4 minutes Have you ever imagined a world without Banks? Just try it, and you will find it very difficult to live in a world without banks. Banks are one of the most important parts of the financial economy of any country. On the other hand Machine Learning and AI are one of the most trending technologies these days.  In this blog we will be discussing different Continue Reading

MachineX: Alphabets of PyTorch (Part 1)

Reading Time: 6 minutes Overview In this blog, you’ll get an introduction to deep learning using the PyTorch framework, we will see some basics of PyTorch. Introduction to PyTorch PyTorch is a Python machine learning package based on Torch, which is an open-source machine learning package based on the programming language Lua. Two main features: Tensor computation (like NumPy) with strong GPU acceleration Automatic differentiation for building and training Continue Reading

MachineX: Welcome to TensorFlow 2.0

Reading Time: 3 minutes With the release of Tensorflow 2.0 we have taken another step towards machine dominating human dysphoria. Just kidding!!, this debate is for big people like Elon Musk, Mark Juckerberg or Jack Ma. We are just happy that Tensorflow 2.0 has been released and it will make our life a lot easier as 2.0 is being improved with consideration of freedbacks from its users. As part Continue Reading

MachineX: Image Data Augmentation Using Keras

Reading Time: 4 minutes In this blog , we will focus on Image Data Augmentation using keras and how we can implement same. Problem When we work with image classification projects, the input which a user will give can vary in many aspects like angles, zoom and stability while clicking the picture. So we should train our model to accept and make sense of almost all types of inputs. Continue Reading

MachineX: AI in Manufacturing controlling Quality

Reading Time: 3 minutes Manufacturing is a very simple business. Here the owner buys the raw material or parts to manufacture a finished product. However, it’s a risky business in terms of selling the finished products. Supply too much and you flood the market, causing a drop in price and a drop in profits. By not meeting demand, the customer may go elsewhere with a drop in sales for Continue Reading

MachineX: Starts With Why ft. Convolutional Neural Network

Reading Time: 4 minutes If you are looking for a short answer, I would say real life image dataset are not small like MNIST to build a model with a fully connected neural network. But let’s produce some dopamine and explore the convolutional neural network a bit more in-depth. Our Visual Cortex focuses on certain areas to identify any image and similarly Convolutional Neural Network also focuses on the Continue Reading