Education – Technology

How to start a career in Machine Learning

Machine learning is a branch of AI that focuses on developing computer programs that can learn through repeated exposure to data. The programs improve as they become more experienced at reading patterns. For example, speech recognition or facial recognition are functions of machine learning. When you feed facial data to your phone, for instance, it will store this information and can use it to login in the future by drawing on this stored information. Similarly, an advertisement on a website or an email that seems aligned to your interests is all down to machine learning algorithms using your browsing information to recommend products it deems will be of interest to you. These are just a few examples. As most industries continue to imagine ways they could increase efficiency, application o...

A Brief on Bug Bounty Programs & Tools

Living in the era of Information technology one can ensure that security is the biggest concern for small, medium and large businesses. On a yearly basis companies invest a large amount of money on bounty programs which they refer to as Bug Bounty programs. This is where they give researchers, influencers and hackers an opportunity to hack/test against their systems to find out if there are bugs as well as vulnerabilities. A bug bounty program is a deal offered by these tech companies by which some can be rewarded for finding such issues. These programs allow the developers to discover and resolve these issues before the general public is aware of them, strengthen their product security and prevent incidents of widespread abuse. Value of Bug Bounty Programs Nowadays many firms are classify...

The Intel Core i9 9900K (New Coffee Lake)

Everyone knows that the battle of technology is at it’s peak, the big giants are constantly coming up with new ideas, versatile theories and innovations almost every day. In early 2018 the challenge for Intel was that AMD was capturing the market of users with their gaming processors, boards and machines.  With the attempts to stay on-top Intel started creating campaigns, public awareness surveys and webinars to engage the community and in turn users started to eagerly await for Intel to launch something majestic and prestigious.  And on October 1st, Intel pulled off two unprecedented moves bringing the Core i9 branding to the mainstream enthusiast Z-series platform and revealing the first 8-core CPU for a mainstream machine – Intel Core i9 9900K.  Intel expected this to be the...

Cloud Storage and the Providers

The traditional methods of storing data on hard drives and thumb/pen drives or any other storage device has a lot of advantages associated with it. But what if the storage device gets corrupted, lost/misplaced, stolen?  Oops! A cloud storage solution can be that replica to traditional storage devices.  It offers components that provide compliance & regulations and backup & recovery to ensure that your data is protected and accessible.  With this compliance and governance for cloud-based storage and archival systems being met it was bound to be adopted by the software industries as a variant of SaaS (Software-as-a-Service – a distribution model in which a third-party provider hosts applications and makes them available to customers over the Internet). But we are always stresse...

Selenium

Selenium is an open source tool which is used to execute test scripts on web applications. It supports various programming languages such as Java, C#, PHP, JavaScript, and Ruby and supports various operating systems for execution like Windows, Linux, MacOS, etc.  Also being a cross-platform most top companies prefer it rather than using Quick Test Professional (QTP) and CodedUI, which are both licensed versions. Each browser has its own driver for executing the test scripts; for executing Selenium scripts on Chrome, we have Chromedrivers. For IE, we have Internet Explorer drivers. For Safari, we have Safari drivers. For Opera, we have Opera drivers. But only Internet Explorer (IE) and Google Chrome support both the 32bit and 64bit versions. Check out our list of 100 Best Free SEO Tools &am...

Dig Deeper Into Kali Linux

The creators of BackTrack have released a new, advanced penetration testing Linux distribution named Kali Linux. BackTrack 5 was the last major version of the BackTrack distribution. The creators of BackTrack decided that to move forward with the challenges of cyber security and modern testing a new foundation was needed. Kali Linux was born and released March 13th 2013. Kali Linux is based on Debian and an FHS-Compliant file system. Kali Linux is preinstalled with over 600 penetration-testing programs, including nmap (a port scanner), Wireshark (a packet analyzer), John the Ripper (a password cracker), Aircrack-ng (a software suite for penetration-testing wireless LANs), Burp suite andOWASP ZAP (both web application security scanners). Kali Linux can run natively when installed on a compu...

Natural Language Processing (NLP)

Natural Language Processing (NLP) is a field of Artificial Intelligence (AI) that empowers computers to investigate and comprehend human dialect and language. It was figured to make software that produces and recognize normal language, so a client can have common discussions with his or her PC rather than through programming or artificial languages like Java or C. HOW NLP WORKS ? Processing the spoken or written word relies heavily on Big Data, large amounts of structured, semi-structured, and unstructured data that can be mined for information. Computers can quickly go through the data, analyze it, and find patterns or trends. Initially, NLP relied on basic rules where machines using algorithms were told what words and phrases to look for in text and then taught specific responses when th...

Chatbot

The chatbot is a computer program that has an ability to communicate with people by providing answers to questions and holding the conversation using Natural Language Processing. People input the natural language speech or text, while the program should provide the most suitable intelligent response in the form of text or speech. Demand of Chatbots? The use of bots can be attributed to a number of forces: • Widespread use of messaging apps among the younger generation WhatsApp hit the one-billion user mark. One-to-one messaging apps have surpassed the usage of social networks. This is seen to be the single biggest contributor to the rise of chatbots. Messaging apps are now platforms, and the phone is a messaging device. • Overwhelming app proliferation Despite the thousands of apps availab...

Association Rule Mining

Introduction The science of extracting useful information from large data sets or databases is named as data mining. Though data mining concepts have an extensive history, the term “Data Mining“, has been recently introduced in mid 90’s. Data mining covers areas of statistics, machine learning, data management and databases, pattern recognition, artificial intelligence, and other areas. Association rule mining is the most important technique in the field of data mining. Association rule mining is finding frequent patterns, associations, correlations, or causal structures among sets of items or objects in transaction databases, relational databases, and other information repositories. As the data generated by day-to-day activities, volume of data increases dramatically. Therefore, mining as...

How Machine Learning can Improve Cybersecurity

Our introduction to Machine Learning (click here) Blog Cybersecurity is the body of technology that is designed to protect devices, networks, data, and programs from unauthorized access or attack. The various IT innovations have caused more businesses to go digital. This has increased the number of security breach cases because cybercriminals are developing better ways to access unauthorized data. In a bid to stop these cyber-attackers, businesses are investing tons of money every year into hiring security professionals. These efforts from businesses cost about $86.4 billion in 2017 alone. Every day, new malware is being developed, making it imperative for companies to update their security protocols & policies regularly, thereby adding to the cost of security. Of course, one cannot pu...

Why the Future of Machine Learning Depends on Cloud Computing

Our introduction to Machine Learning (click here) Blog Machine learning is growing in reputation every day, and it is steadily making its way into enterprise application areas like fraud detection, business intelligence, and customer support. Machine learning is related to computational learning and pattern recognition, and the number of public cloud service providers have now made the technology that was out of reach to most enterprises affordable & available today. Cloud computing is also a technology that has become an integral part of companies today due to its importance to the digital world. Nowadays, companies don’t have to work with bulky hardware, which has resulted in a considerable drop in the general cost of operation. According to statista, the cloud services market will i...

Why we should be worried about the Future of Cloud Security

Cloud security has grown in popularity over the years, and its influence will keep growing as more organizations start to realize the need for using the service. According to the IDC, by 2020, the spending on cloud computing is expected to increase at about six times the rate of IT spending. The promise of a cheap and safe way to store large data is the primary driver of this growth. Just like any other technological innovation, there is a growing skepticism surrounding the use of cloud security, and its future seems to have a few reasons for worry. The rise of Cloud Computing Technology has evolved today to a point where companies and businesses work with a large amount of data. Of course, these businesses would need to store their large data, and getting the necessary infrastructure is v...

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