AI

top 7 data analytics trends

Top 7 Data Analytics and Management Trends for 2020

Reading Time: 5 minutes We live in an era of data as it lies at the heart of digital transformation. And datasets are no longer as simple as before. They have increased in volumes, velocity, complexity and above all, are coming from multiple sources. Top tech giants like Google, Netflix, Amazon, and others are crunching massive amounts of data on a daily basis to give you a personalized experience. Continue Reading

Yes, you can do it without AI

Reading Time: 4 minutes AI in the modern day has become a buzz word. No company, be it in technology space or not, wants to be left behind and be in a state of FOMO. Interestingly from a buzz word status, Mariya suggested AI is like teenage sex: everyone talks about it, nobody knows how to do it, everyone thinks everyone else is doing it & so claims to 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

TensorFlow for deep learning Part 1

Reading Time: 3 minutes TensorFlow is a free and Open-Source Software library for dataflow and differentiable programming across a range of tasks. It is a symbolic math library and is also used for machine learning applications such as neural networks. It is used for both research and production at Google. TensorFlow was developed by the Google Brain team for internal Google use. Deep learning is a particular kind of Continue Reading

Knoldus Inc. recognized by Clutch as a Top Hadoop Consultant

Reading Time: 2 minutes Here at Knoldus Inc., we pride ourselves on being one of the best developers of scala, big and fast data, microservices, and Artificial Intelligence, all of which have become increasingly important over the past years. However large and daunting these tasks may be, our clients are always our biggest priority. This is why we are ecstatic that Clutch has chosen us as one of the Continue Reading

MachineX: Logistic Regression with KSAI

Reading Time: 2 minutes Logistic Regression, a predictive analysis, is mostly used with binary variables for classification and can be extended to use with multiple classes as results also. We have already studied the algorithm in deep with this blog. Today we will be using KSAI library to build our logistic regression model. Setup

MachineX: Association Rule Learning with KSAI

Reading Time: 2 minutes In many of my previous blogs, I have posted about Association Rule Learning, what it’s about and how it is performed. In this blog, we are going to use Association Rule Learning to actually see it in action, and for this purpose, we are going to use KSAI, a machine learning library purely written in Scala. So, let’s begin. Adding KSAI to your project You Continue Reading

Knoldus-Spark-AI-Summit-2018

A quick recap of SPARK + AI SUMMIT 2018

Reading Time: 3 minutes Spark + AI Summit was the world’s largest big data event focused entirely on Apache Spark assembling 4,000 people(best engineers, scientists, analysts, and executives) from over 40 countries attending to share their knowledge and receive expert training on this open-source powerhouse. If you didn’t make it, don’t worry; We’ve got you covered! Vikas Hazrati and Ram Indukuri from Knoldus Inc. attended the Spark+AI Summit 2018, Continue Reading

MachineX: Choosing Support Vector Machine over other classifiers

Reading Time: 4 minutes When one has to select the best classifier from all the good options, often he would be on the horns of a dilemma. Decision tree/Random Forest, ANN, KNN, Logistic regression etc. are some options that often used for the choice of classification. Every one of it has its pros and cons and when to select the best one the probably the most important thing to Continue Reading

Getting started with TensorFlow: A Brief Introduction

Reading Time: 3 minutes TensorFlow is an open source software library, provided by Google, mainly for deep learning, machine learning and numerical computation using data flow graphs. Looking at their website, the first definition they have written for TensorFlow goes something like this – TensorFlow™ is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges Continue Reading

SMILE: A Machine Learning Library for Scala Lovers.

Reading Time: 2 minutes For past few days, I have been getting an interest in Machine Learning. We all have heard that machine learning is the most hyped concept right now. So, what is Machine Learning? How could we describe this concept? Well, Machine Learning has a lot of definitions and usually there’s no precise definition for ML. According to Arthur Samuel, Machine Learning is a field of study Continue Reading