Web Scraping is simply the process of scraping or extracting data from a website for automating the act of data extraction over web.   Introduction   A web scraper is a tool to just make the scraping process fast and easy. It is argued lot of times whether web scrapers are legal or not. Actually, a tool in itself can’t be called legal or illegal; it’s the way in which the tool is used makes it legal or illegal. As such no scraping tools can define the legality of web scraping, it’s the intention and usage of data extracted that defines it. People using the web scrapers should make su ..read more

If you’re looking for ways to take your business to the next level, redesigning your website is a good place to start. Developing your website with growth in mind will help expand your reach, convert more visitors, and turn one-time shoppers into loyal customers. Growth-driven websites also facilitate streamlined business operations by working seamlessly with internal systems. Are you ready to see what a growth-focused website can do for you? These tips from Techno Dossier will help you get started!   Use Data to Inform Your Design Decisions Instead of making assumptions and using your pe ..read more

Compact OS lets you install the operating system files on your machine as compressed files. Compact OS is supported on both types of devices whether it is UEFI-based or BIOS-based.         Introduction SSDs bring many advantages, not least a quicker startup, but rather their expense per gigabyte is as yet far higher than their hard drive partners. Subsequently, numerous people nowadays run Windows 10 from a little SSD or even MicroSD, leaving them barely adequate room to squeeze by. For the individuals who are truly battling, Compact OS can let loose space in Windows 10 wit ..read more

Smart home technology refers to a set of devices or appliances which connect in a network and can be controlled independently and remotely. It gives the ability to control devices in and around the house either by click of a button or through a voice command.         Introduction   Have you ever thought of a life where all the devices at your home would connect to the internet? Not only your mobile phones, tablets, computers and ipad, but almost everything around you, be it lights, air conditioners, door bells, cameras, clocks, water heaters, electric appliances, cooki ..read more

Artificial Intelligence have been around for more than few decades to model the sensory systems of humans. They not only resemble the capabilities of humans, but many have human-like structure also.         The Questions   Artificial intelligent systems can perform several tasks like speech recognition, natural language processing and image classification and have shown robustness to variations in the auditory or visual inputs. The question arises, as far as the in-variances learnt by these systems is concerned, it is anywhere close to the in-variances learnt by human ..read more

River is the online machine learning package in Python. It can work for variety of machine learning problems whether it is regression or classification.           River consists of Creme and Scikit-Multiflow and is intended to work on the data that is continuously generated. This blog demonstrates a step by step procedure to use River on an example data set starting from its installation. The basics of River have been discussed in detail in my previous blog. If you haven’t read that, it is recommended to read that first before following this blog for better understandi ..read more

River is a Python library for online machine learning. The library lets you train machine learning models on streaming data.           Introduction   All the traditional machine learning algorithms whether it is as simple as linear regression or strong learner algorithms like xgboost, all the algorithms process the data in batches. This means that these algorithms look at the complete dataset and fit the model. In case, there is new data available, it requires model fitting from scratch considering both; the new and old data.   There can be many challenges in ..read more

Google has released Chrome 94 for desktop and Android and the browser comes a new controversial feature: the Idle Detection API.           As the name suggests, the “Idle Detection” API can detect user inactivity. The term Idle refers to the user who has not interacted with the device or its associated hardware, like the keyboard or the mouse, or through system events such as launching a screensaver or locking the system.   What is the Idle Detection API?   The Idle Detection API notifies developers when a user is idle indicating lack of interaction with the ..read more

India is one of the countries whose vaccination drive is setting records day by day. It is known to be the world’s biggest and most successful free vaccination drive. The thought process behind the vaccination drive was to get the country immune to the virus.       When the vaccination process initially started, it was opened for doctors, nurses and front-line workers. Then it was open for senior citizens including people above the age 45 years and slowly all the citizens between the age group 18 to 44 can take the advantage of COVID vaccination to develop immunity against the C ..read more

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