read our blogs

Blogs or Expert Columns

D3

D3.js D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS. D3’s emphasis on web standards gives you the full capabilities of modern browsers without tying yourself to a proprietary framework, combining powerful visualization components and a data-driven approach to DOM manipulation. Download the latest version (7.4.4) here: d3-7.4.4.tgz To link directly to the latest release, copy this snippet: <script src="https://d3js.org/d3.v7.min.js"></script> Introduction Read more tutorials. D3 allows you to bind arbitrary data to a Document Object Model (DOM), and then apply data-driven transformations to the document. [...]

Cognitive Analytics

Cognitive Analytics Combined Artificial Intelligence (AI) and Data Analytics Cognitive Analytics applies human-like intelligence to certain tasks. Every day we create 2.5 quintillion bytes of data - 90% of the data in the world today has been created in the last two years alone. This data comes from everywhere: sensors used to gather climate information, posts to social media sites, digital pictures and videos, purchase transaction records, and mobile phone GPS signals to name a few. Such data has been described as the “oil” of the 21st Century digital economy. In this context Data Analytics is an important economic [...]

Calico

What is Calico? Calico is an open source networking and network security solution for containers, virtual machines, and native host-based workloads. Calico supports a broad range of platforms including Kubernetes, OpenShift, Mirantis Kubernetes Engine (MKE), OpenStack, and bare metal services. Whether you opt to use Calico's eBPF data plane or Linux’s standard networking pipeline, Calico delivers blazing fast performance with true cloud-native scalability. Calico provides developers and cluster operators with a consistent experience and set of capabilities whether running in public cloud or on-prem, on a single node, or across a multi-thousand node cluster. Why use Calico? Choice of [...]

Azure Storage

Azure Storage Secure, high-performance, reliable, and scalable cloud storage The Azure Storage platform is Microsoft's cloud storage solution for modern data storage scenarios. Azure Storage offers highly available, massively scalable, durable, and secure storage for a variety of data objects in the cloud. Azure Storage data objects are accessible from anywhere in the world over HTTP or HTTPS via a REST API. Azure Storage also offers client libraries for developers building applications or services with .NET, Java, Python, JavaScript, C++, and Go. Developers and IT professionals can use Azure PowerShell and Azure CLI to write scripts for data management [...]

Azure SQL Server

Azure SQL Server The Cloud That Knows SQL Server Best The best choice for mission-critical database workloads Get a high-performing, unified SQL platform built on the industry-leading SQL Server engine—with limitless scalability and intelligent performance and security. Migrate without needing to redesign your apps, improve performance of existing apps, and build highly scalable cloud services by switching to Azure—the best cloud destination for your mission-critical SQL Server workloads. Mission-critical performance and availability Get limitless scalability and break through your apps’ performance barriers by using cloud-native solutions. Boost the performance and uptime of your apps with the highest business continuity [...]

Azure Cognitive Search

Azure Cognitive Search Enterprise Scale Search for App Development Uncover latent insights from all your content Azure Cognitive Search is the only cloud search service with built-in AI capabilities that enrich all types of information to help you identify and explore relevant content at scale. Use cognitive skills for vision, language and speech or use custom machine learning models to uncover insights from all types of content. Azure Cognitive Search also offers semantic search capability, which uses advanced machine learning techniques to understand user intent and contextually rank the most relevant search results. Spend more time innovating and less [...]

Azure Blob Storage

Azure Blob Storage Massively scalable and secure object storage for cloud-native workloads, archives, data lakes, high-performance computing and machine learning Store and access unstructured data at scale Azure Blob Storage helps you create data lakes for your analytics needs and provides storage to build powerful cloud-native and mobile apps. Optimise costs with tiered storage for your long-term data and flexibly scale up for high-performance computing and machine learning workloads. Scalable, durable and available Sixteen nines of designed durability with geo-replication and flexibility to scale as needed. Secured Authentication with Azure Active Directory and role-based access control (RBAC), plus encryption [...]

Qlik

Qlik (formerly Attunity) Replicate Qlik (formerly Attunity) is a multi-competency AWS ISV Partner. We accelerate cloud analytics with the only end to end data integration and analytics solution for AWS, taking you from raw data to informed action. With Qlik, you can automate continuous delivery of real-time analytics-ready data into AWS Data Warehouses or Data Lakes, and make it easily accessible through a governed catalog. Our modern data analytics platform empowers users at any skill level to freely explore all your data and uncover hidden insights. Highlights Enterprise-class change data capture technology: Advanced change data technology (CDC) addressing transactional, [...]

Application Server

Application Server An application server is a server that hosts applications[1] or software that delivers a business application through a communication protocol.[2] An application server framework is a service layer model. It includes software components available to a software developer through an application programming interface. An application server may have features such as clustering, fail-over, and load-balancing. The goal is for developers to focus on the business logic.[3] Java application servers Jakarta EE (formerly Java EE or J2EE) defines the core set of API and features of Java application servers. The Jakarta EE infrastructure is partitioned into logical containers. [...]

Apache ML FLow

Apache ML FLow An open source platform for the machine learning lifecycle MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model registry. MLflow currently offers four components: MLFlow Tracking Record and query experiments: code, data, config, and results MLflow Projects Package data science code in a format to reproduce runs on any platform MLflow Models Deploy machine learning models in diverse serving environments Model Registry Store, annotate, discover, and manage models in a central repository MLflow: an Open Machine Learning Platform MLflow is inspired by existing ML platforms, but [...]

AWS Lambda

AWS Lambda Run code without thinking about servers or clusters How it works AWS Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. You can trigger Lambda from over 200 AWS services and software as a service (SaaS) applications, and only pay for what you use. File Processing Use Amazon Simple Storage Service (Amazon S3) to trigger AWS Lambda data processing in real time after an upload, or connect to an existing Amazon EFS file system to enable massively parallel shared access [...]

Amazon Kinesis

Amazon Kinesis Amazon Kinesis Easily collect, process and analyze video and data streams in real time Amazon Kinesis makes it easy to collect, process, and analyze real-time, streaming data so you can get timely insights and react quickly to new information. Amazon Kinesis offers key capabilities to cost-effectively process streaming data at any scale, along with the flexibility to choose the tools that best suit the requirements of your application. With Amazon Kinesis, you can ingest real-time data such as video, audio, application logs, website clickstreams, and IoT telemetry data for machine learning, analytics, and other applications. Amazon [...]

AWS Glue

AWS Glue Simple, scalable and serverless data integration AWS Glue is a serverless data integration service that makes it easy to discover, prepare, and combine data for analytics, machine learning, and application development. AWS Glue provides all the capabilities needed for data integration so that you can start analyzing your data and putting it to use in minutes instead of months. Data integration is the process of preparing and combining data for analytics, machine learning, and application development. It involves multiple tasks, such as discovering and extracting data from various sources; enriching, cleaning, normalizing, and combining data; and loading [...]

Feature Selection with Information Theory Based Techniques in Python

Feature selection is the process of selection a subset of features most relevant from a given set of features for a supervised machine learning problem. There are many techniques for feature selection. in this post we will use 4 information theory based feature selection algorithms. This post is not about feature engineering which is construction of new features from a given set of features. The implementation is available in the daexp module of my python package matumizi. The GitHub repo is whakapai. Information Theory Based Techniques The module called daexp in matumizi contains close to 100 Exploratory Data Analysis (EDA) functions. There are many feature selection methods [...]

Discovering Subject Matter Experts from Email Communication Data using Graph Convolution Network

Deep Learning model architecture aligns with a specific structure of the data e.g RNN or LSTM for linear data like text, CNN for grid data like image. The structure of the data in these cases are specialized kind graph structure. Linear data like text is a linear graph and grid data like like image is a grid graph. Graph Neural Network(GNN) is very powerful because it can process data with any arbitrary graph structure. Data with generic graph structure abound in real life e.g social network, paper citation graph. In this post, we will find out how GNN can be used to [...]

ThirdEye Data named by Clutch as a 2022 Outstanding AI Service Provider

ThirdEye Data named by Clutch as one of the 2022 Outstanding Artificial Intelligence Service Providers Since 2010 we’ve helped enterprises transform data into strategic and tactical insights for projects involving data science, analytics, and engineering services. Our team has successfully leveraged latest artificial intelligence and machine learning for big data consulting projects. Through our efforts, we’ve been recognized as a outstanding artificial intelligence service provider in Clutch’s 2022 report, specifically as one of the top artificial intelligence companies in 2022. Clutch is a B2B ratings and reviews company based in the heart of Washington DC committed to connecting [...]

A Trip to Remember – Offsite Tour 2021

A memorable offsite trip organized by ThirdEye! The entire team of ThirdEye traveled to Santiniketan, Bolpur - the land of Rabindranath Tagore and Bengal's cultural heritage. We chose this place mainly because we wanted to explore Tagore’s work and contribution and also because our CEO Dj Das has a special emotional attachment with the bengali culture. He has been living in the USA for the past 30 years yet has always been longing for Bengal and the culture it withholds. Last two years we have all been locked up at home because of the [...]

We Love You – Our Customers

Thank You All for the Year 2021! Hello, 2022! The Covid Pandemic has put the entire world in an unprecedented challenge. Business losses and unemployment ambushed the year. Unknown facts about the virus left many people in the dilemma of what’s best and what’s not. Before anyone could figure out millions of lives across the world were already lost. In such a tumultuous world, business losses were inevitable.  But we stood our ground! ThirdEye is lucky to be a survivor, and how! We are extremely thankful to our Fortune 500 customers who helped us to keep going in such [...]

ThirdEye Data Announces Adoption of an Hybrid Work Environment with Satellite Offices all over India

For the past decade, employees of ThirdEye have been coming to the office to work. But the Covid pandemic has forced us all to come up with new normals for the way we work, the way we live and function in our daily lives. Discussing with all the employees of ThirdEye, we realized that while some employees want to continue working from home, while some want to come back to the office to work, some want to have both options! Thus keeping all these aspects in mind, ThirdEye announces return-to-work with a hybrid work environment distributed at various satellite [...]

Amazon Redshift ML Is Now Generally Available – Use SQL to Create Machine Learning Models and Make Predictions from Your Data

Originally Posted Here Amazon Redshift ML Is Now Generally Available – Use SQL to Create Machine Learning Models and Make Predictions from Your Data With Amazon Redshift, you can use SQL to query and combine exabytes of structured and semi-structured data across your data warehouse, operational databases, and data lake. Now that AQUA (Advanced Query Accelerator) is generally available, you can improve the performance of your queries by up to 10 times with no additional costs and no code changes. In fact, Amazon Redshift provides up to three times better price/performance than other cloud data [...]

Language models like GPT-3 could herald a new type of search engine

Originally Posted Here Language models like GPT-3 could herald a new type of search engine The way we search online hasn’t changed in decades. A new idea from Google researchers could make it more like talking to a human expert. In 1998 a couple of Stanford graduate students published a paper describing a new kind of search engine: “In this paper, we present Google, a prototype of a large-scale search engine which makes heavy use of the structure present in hypertext. Google is designed to crawl and index the [...]

Google Cloud launches Vertex AI, A New Managed Machine Learning Platform

Originally Posted Here Google Cloud launches Vertex AI, a new managed machine learning platform At Google I/O today Google Cloud announced Vertex AI, a new managed machine learning platform that is meant to make it easier for developers to deploy and maintain their AI models. It’s a bit of an odd announcement at I/O, which tends to focus on mobile and web developers and doesn’t traditionally feature a lot of Google Cloud news, but the fact that Google decided to announce Vertex today goes to show how important it [...]

How AI-Powered Preventive Maintenance Saves Lives, Time And Money For The Utility Sector

Originally Posted Here How AI-Powered Preventive Maintenance Saves Lives, Time And Money For The Utility Sector Across the U.S., there are 3,000 incidents of utility poles catching fire each year, many of which are caused by leakages and damages to a pole that went unaddressed for too long. Such damages can be hugely expensive when not dealt with: The average cost of a pole fire on a distribution line is $25,000. But it’s not just money that’s saved when pole fires are avoided — it’s lives and homes, too. There are [...]

ThirdEye Data Named Top AI Development Company by Clutch

Originally Posted Here ThirdEye Data Named Top AI Development Company by Clutch Welcome to the 21st century! The most common question in the tech world is whether human and artificial intelligence can coexist. The answer is, AI can surpass human’s problem-solving ability but only with human help. AI models can only solve problems after manual training. Therefore, with human involvement, AI can emulate humans’ ability to respond to various tasks. But how far can businesses go for technological advancement? Who can help in understanding how AI works in the business world? The [...]