BLOGS

AI/Machine Learning

MACHINE LEARNING AND CONTINUOUS AUTHENTICATION: A SHIELD AGAINST CYBER THREATS

Securing information and data through authentication has come a long way, evolving from simple passwords to more advanced methods like biometric verification. However, in today's digital landscape, the ever-increasing skills of fraudulent individuals present new challenges. This leads us to the crucial question: What's next? How can authentication mechanisms be f read more..

• BY: DHAIVAT PATEL
• Oct 23 2018

Cybersecurity

Navigating the Digital Frontier: The Imperative of Cybersecurity in the Age of Big Data

The proliferation of technology has reached unprecedented heights in our rapidly evolving world. The surge in Internet users, along with the widespread usage of Wi-Fi, Bluetooth devices, and smart gadgets like smartphones, televisions, and wearables, is expanding with every passing moment.  To grasp the en read more..

• BY: Dhaivat Patel
• Sep 19 2018

Data Science

How Telecom Industry is Shaping up for the next generation using Data Science

Telecom industry, probably, would be one of the highest, data producing industry in today's world. The amount of unstructured data produced and captured by the telecom service providers are humungous. And the size of data will keep increasing with time, as the number of individuals not using the services of telecom industry, directly or indirectly, is diminishing by the day.Also, va read more..

• BY: DHAIVAT PATEL
• Sep 06 2018

Data Science

Market Segmentation Techniques & Strategies

Market segmentation is the process of dividing a broad consumer or business market, normally consisting of existing and potential customers, into sub-groups of consumers (known as segments) based on some type of shared characteristics. In dividing or segmenting markets, researchers typically look for common characteristics such as shared needs, common interests, similar li read more..

• BY: PATHIK JHALAVADIA
• Jul 23 2018

Data Science

Random Forest Classification using lending club data

1. What is Lending Club?2. Data used3. What is Random Forest Classification4. Evaluation1. What is Lending Club?Lending club is a peer to peer lending company which is headquartered in San Francisco.The company connects people who need money (Borrowers) with people who have money (Investors) through its online marketplace. Investo read more..

• BY: PATHIK JHALAVADIA
• Jun 05 2018

IoT

IOT IN HEALTHCARE: PRIVACY & SECURITY

E-health frameworks and applications, which are characterized as remote systems connecting to healthcare services gadgets, are often subjected to security issues. Particularly, patient's sensitive health information prone to data security and privacy. Possible attacks include denial of service (DoS) attacks, Sybil attacks, and desynchronization attacks occurring in the network and transport lay read more..

• BY: PATHIK JHALAVADIA
• Apr 24 2018

Data Science

Classification of Amazon Articles using NLP techniques

In this article, we discuss a state of the art NLP pipeline that enables the grouping of randomly selected articles from www.amazon.com into relevant topics. We use webhose.io for data ingestion, IBM Watson developer cloud for named entity recognition, MongoDB for storage and a Flask app to display the results.The following diagram depicts the various components of the NLP pipeline read more..

• BY: PATHIK JHALAVADIA
• Apr 16 2018

Salesforce CRM

Unlocking the Power of Salesforce: A Beginner's Guide to CRM and Its Editions

Salesforce is a leading Software as a Service (SaaS) company that initially pioneered Customer Relationship Management (CRM) applications. Today, it has evolved into a versatile platform used for various purposes, including sales and service automation, custom application development, and partner collaboration. Founded by Marc Benioff, Salesforce's core philosoph read more..

• BY: Jigar Patel
• Apr 10 2018

Cybersecurity

CYBER SECURITY: WHAT IS IT AND WHAT YOU NEED TO KNOW?

Cyber Security is a protection offered to an automated information system in order to attain the applicable objectives of preserving the integrity, availability and confidentiality of information system resources (includes hardware, software, firmware, information/data, and telecommunications).WHY DO YOU NEED ONE?Hackers read more..

• BY: JIGAR PATEL
• Apr 10 2018

Cloud

CLOUD COMPUTING: A CONCEPT OF NEW ERA FOR DATA SCIENCE

Cloud Computing is the most interesting and evolving topic in computing in the recent decade. The concept of storing data or accessing software from another computer that you are not aware of seems to be confusing to many users. Most the people/organizations that use cloud computing on their daily basis claim that they do not understand the subject of cloud computing. But the concept of cloud c read more..

• BY: JIGAR PATEL
• Apr 10 2018

AI/Machine Learning

ARTIFICIAL INTELLIGENCE, MACHINE LEARNING AND DEEP LEARNING

In this 21st century with the development of sophisticated technology in all fields life has become easier compared to the previous decades. One such result obtained by the development of the sophisticated technology is Artificial intelligence, which we are all well familiar with, as it has been a popular focus in the movies like The Matrix, The terminator, Avengers etc. Lately we have been hea read more..

• BY: PATHIK JHALAVADIA
• Apr 10 2018

Big Data

WHAT IS THE FUZZ ABOUT BIG DATA?

With the exponential growth in the usage of social networking, internet of things and devices like sensors, there has been a huge increase in demand for technologies which can store complex volumes of data and scale horizontally with minimum cost and flexibility to store unstructured data. Here, speed and scalability are important rather than consistency and structure. Traditional databases can read more..

• BY: PATHIK JHALAVADIA
• Apr 10 2018

Recruiting Strategy

Maximizing the Value of Professional Certifications in Your Career

The question lingers in the minds of many professionals: Do professional certifications truly pave the way for a better career? Investing both time and money, individuals contemplate whether these certifications are worth pursuing. In an era of continuous learning, certifications read more..

• BY: Chintan Sapovadiya
• Nov 17 2017

Recruiting Strategy

Crafting a Highly Optimized IT CV: A Comprehensive Guide

When it comes to constructing your IT CV, going beyond the generic approach is essential for making a lasting impression on potential employers. Tailoring your CV to showcase your strengths and aligning it with the specific job you are applying for can significantly enhance your chances of landing the role you desire.

• BY: Chintan Sapovadiya
• Nov 17 2017

Recruiting Strategy

Navigating IT Staffing: Challenges And Solutions

In today's fast-paced world of IT staffing, the old-fashioned idea of employees sticking with one company for their entire career is a thing of the past. Many factors now drive candidates to switch from one company to another. These reasons range from the appeal of better pay, designation, and more desirable job locations to dissatisfaction with their current wor read more..

• BY: Kaartikeya Joshi
• Oct 30 2017

Recruiting Strategy

Strategic Workforce Solutions: Why Companies Embrace MSP Staffing

In the modern business landscape, the role of Managed Service Providers (MSPs) in staffing operations has become increasingly important. These external agencies, often referred to as Staffing MSPs, offer a strategic solution to the complexities of hiring non-employee contractors. Companies from Fortune 500 gian read more..

• BY: Kaartikeya Joshi
• Oct 30 2017

This & That

HOW TO GET MOTIVATED TO ACHIEVE A GOAL

Do you struggle to find what drives you at times? You have this big goal you want to achieve, but for one reason or another you just can't seem to get yourself motivated. You're fraught to find the motivation you need to take inspired action towards the significant goal. As a result, your kind of feel as though your life is stagnating. You feel stuck and kind of unable to move forward. Inside t read more..

• BY: HIMANSHU GURBANI
• May 25 2017

This & That

HOW TO HAVE A PRODUCTIVE DAY

Do you get easily sidetracked throughout the day? Typically, things start off quite well. You're focused and work quite productively, but at some point, everything just falls apart. Instead of focusing on your work you end up indulging in little distractions and pleasures that keep your brain entertained. It's the end of the day, and you look back and wonder how on earth you managed to get so l read more..

• BY: HIMANSHU GURBANI
• May 17 2017

AI/Machine Learning

AN INTRODUCTION TO MACHINE LEARNING

ML is actually a lot many things. The field is quite vast and is expanding rapidly.Machine Learning is the subfield of Computer Science that gives computers the ability to learn without being explicitly programmed. (Arthur Samuel,1959)By means of algorithms that iteratively learn from data, machine learning allows computers to find hidden insights without being obviously progr read more..

• BY: RAJESHWARI JADEJA
• Apr 21 2017

Data Science

K means Learning Algorithms Using R & Python

We have seen Gradient decent using R & Python before now let us try a clustering algorithm with R & Python. I will briefly introduce the K means and the steps involved in it and implement these steps in both R & Python. K - means algorithm K-means is one of the simplest unsu read more..

• BY: GANESH M
• Feb 18 2017

This & That

FEW ALTERNATIVES WHICH WILL MAKE YOU SOUND SMARTER. WORKS BETTER IF YOU ARE ALREADY SMART.

Have you ever thought about the time when you could see the finish line onto whichever thing you were doing which required verbal skills, but some words were repeated and nothing happened and all was back to start? This will help you speak beautifully. Be it on phone, one-on-one, in group or most significant prospects which are interviews, meetings, recruiting or, whilst pitching a new client.< read more..

• BY: RONIL PHILIPS
• Jan 13 2017

Data Science

Data Science: All you need to know

A multidisciplinary fuse of data inference, algorithm development, and technology to solve analytically complex problems is known as Data science.Data science is eventually about using this data in creative ways to generate business value.Data Science is divided into two sub plots.1.Discovery of data insight which helps quantitative data analysis to help steer strategic read more..

• BY: RONIL PHILIPS
• Jan 10 2017

AI/Machine Learning

R AND PYTHON: GRADIENT DESCENT

My previous blog, I presented syntactical differences and similar functions between R & Python. Now, I want to take it to next level and write some machine learning algorithms using both R and Python. Here, one may use direct functions from the packages available. However, here I am presenting the way to write your own functions for algorithms. In this series, I am starting with Gradient de read more..

• BY: GANESH M
• Dec 28 2016

Recruiting Strategy

How to Source Candidates Like a Pro: Advanced Sourcing Strategies for Recruiters

In the realm of talent acquisition, addressing specialized requirements can be a daunting task. The frustration of not finding candidates who align perfectly with your client's needs is all too familiar. While traditional job portals like Monster, Dice, and Career Builder have been the go-to platforms, the question remains: How can we source candidates more ef read more..

• BY: Dushyant Sikligar
• Nov 08 2016

Recruiting Strategy

Mastering the Art of Skype Job Interviews: Tips for Success in the Virtual Job Market

Skype interviews have become a familiar and highly effective tool for significant clients and employers in today's fast-paced job market. This modern approach offers unparalleled convenience for both job seekers and hiring managers, especially when considering staffing needs and staff augmentation

• BY: Kaushal Dave
• Nov 08 2016