pytorch

Pytorch : Everything you need to know in 10 mins

The latest release of Pytorch 1.0 by Facebook marks another major milestone for the open source Deep Learning platform. It is increasingly making it easier for developers to build Machine Learning capabilities into their applications while testing their code is real time. In this piece about Pytorch Tutorial, I talk about the new platform in …

Scaling Up With Micro Services And Containers

Scaling Up With Micro Services And Containers

You want to scale up your organization, deploy software quickly, and ensure speedy deliveries but aren’t sure what to do with microservices and containers. If you’re tired of writing code from scratch and want to break down custom software development into independent granular components that are scalable in nature, then microservices and containers are for …

Patterns, Challenges, and Benefits of Building Event – Driven Serverless Architecture Using AWS Lambda

Patterns, Challenges, and Benefits of Building Event – Driven Serverless Architecture Using AWS Lambda

If we think about computing in the Cloud Computing age, our mind is quickly drawn towards containers and virtual machines. For instance, during the development of a production environment with both approaches, we think about the need for upgrading the container and patching the OS. Amazon Web Services (AWS), at the end of the year …

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Choosing Right Machine Learning Model Combinations For Business Problem At Hand

Introduction The machine learning systems have been around since the 50s, but there are three major factors at play. They are improved algorithms, more powerful computer hardware, and enormous increase of data. This is the reason why machine learning has gained a lot of significance than it had in the 50s. So, what is machine …

Machine Learning on iOS and Android

Machine Learning on iOS and Android

With the growing popularity of machine learning, artificial neural networks and other forms of artificial intelligence, the urge for ML and AI processing in mobile devices is quite fair. In WWDC 2017 Apple announced CoreML framework which excited many developers and outsource software development businesses for using it to build ML applications.But before that also …

Talking to your Data – From Data Management to Visualization

Talking to your Data – From Data Management to Visualization

How big is Big Data? Data output is rising at an astonishing rate. Over the last few years, data has become the crucial element of organization’s growth strategy. Every day we create an enormous amount of data (approx. 2.5 quintillion bytes) which is almost 90% of the data produced since last two years. The major …

Selecting A Right Visualization Tool For Your Big Data Problem

Selecting A Right Visualization Tool For Your Big Data Problem

Selecting the right BI tool that the best fit for your organization is critical to address your big data problem. This process includes prioritizing and gathering BI requirements, as well as finding appropriate use cases and tool categories and styles. The big data and visualization market is presently filled with different kinds of visualization tools …

SMACK (Spark, Mesos, Akka, Cassandra and Kafka) & Fast Data

SMACK (Spark, Mesos, Akka, Cassandra and Kafka) & Fast Data

As enterprises strive to realize and identify the value in Big Data, many now seek more agile and capable analytic systems. Some of the key factors supporting this include improving customer retention, influence product development and quality and increasing operational efficiencies among others. Organizations are looking to enhance their analytics workloads to drive several real-time …

Neural lace Technology – Next Boom in Artificial Intelligence

Neural lace Technology – Next Boom in Artificial Intelligence

Introduction: Followed by the launching of this company called Neuralink Corp. by the Tesla founder and Chief Executive Elon Musk, there is now a new technology in the artificial intelligence market known as “Neural lace”. Neuralink is a medical research company which is aimed at merging the human brain with intelligent computers. Neural lace technology …

Using AI for Enhanced Customer Experience and Customer Engagement

Using AI for Enhanced Customer Experience and Customer Engagement

Forrester, the American market research company, defines customer experience as, “How customers perceive their interactions with your company.” Certified Customer Experience Professional and Customer Experience Specialist, Ian Golding describes customer engagement as follows,“Customer engagement is the representation of the relationship between your brand and your customer. A fully engaged customer should be engaged to the …

Creating Minimal, Easy & Effective Chatbots with Microsoft LUIS

Creating Minimal, Easy & Effective Chatbots with Microsoft LUIS

“If you ask me what’s your certainty that chat is going to be the next once-in-a-decade platform, I would say 99%. I am completely convinced that chat is going to be the next big platform.” – Ted Livingston, CEO Kik The Chatbot diegesis By now we all have probably tried one of those sites – …

The Levenshtein Algorithm

The Levenshtein Algorithm

The Levenshtein distance is a string metric for measuring difference between two sequences. Informally, the Levenshtein distance between two words is the minimum number of single-character edits (i.e. insertions, deletions or substitutions) required to change one word into the other. It is named after Vladimir Levenshtein, who considered this distance in 1965. Levenshtein distance may …

Role of Python in Artificial Intelligence

Role of Python in Artificial Intelligence

Google’s AI Beating a Go Grandmaster is a way of judging the suddenly rapid progress of artificial intelligence that may show how far these technologies have come—and how far they may go. Artificial intelligence is a futuristic technology that is working on its set of tools at present. A slew of advances has been observed …

Advanced Image Processing with Python

Advanced Image Processing with Python

Building an image processing search engine is no easy task. There are several concepts, tools, ideas and technologies that go into it. One of the major image-processing concepts is reverse image querying (RIQ) or reverse image search. Google, Cloudera, Sumo Logic and Birst are among the top organizations to use reverse image search. Great for …