Month: October 2021

Forest, bush, or vegetarian fire, can be described as any uncontrolled and non-prescribed combustion or burning of plants in a natural setting such as a forest, grassland, etc. In this article we are not determining if a forest fire will take place or not, we are predicting the confidence of the forest fire based on some attributes.
Well, the first question arises as that why we even need Machine learning to predict forest fire in that particular area? So, yes the question is valid that despite having the experienced forest department who have been dealing with these issues for a long time why is there a need for ML, having said that answer is quite simple that the experienced forest department can check on 3-4 parameters from their human mind but ML on other hand can handle the numerous parameters whether it can be latitude, longitude, satellite, version, and whatnot, so dealing with this multi-relationship of a parameter that is responsible for the fire in the forest we do need ML for sure!

What do you think when someone asks you about empathy? Do you struggle to find its meaning or does it come to you naturally? In the age of artificial intelligence, do our AI systems need empathy? If so, what are some use cases where empathy can be most helpful in AI Systems?

Humans are social creatures. We thrive on empathy. When we read a book out loud to our children, they can hear the emotions we imbue into the passages. With each tone and inflection, our children will remember the love we inject into their favorite books. They will remember their bedtime reading as a special moment. They will have fond memories of the books that we read to them.

In human discourse, people often emphasize the ‘context’ or ‘contextual explanation’ to develop a better understanding over the specific conversation. In many cases, context is vital in decision-making or reacting to the actual situation. Nowadays, data is like a goldmine for researchers, service providers and technology vendors. At this juncture, data-driven models are extensively used in intelligent buildings to monitor the whole building performance along with forecasting services.

Random forests are a supervised Machine learning algorithm that is widely used in regression and classification problems and produces, even without hyperparameter tuning a great result most of the time. It is perhaps the most used algorithm because of its simplicity. It builds a number of decision trees on different samples and then takes the majority vote if it’s a classification problem.

I am assuming you have already read about Decision Trees, if not then no need to worry we’ll read everything from start. In this article, we’ll figure out how the Random Forest algorithm works, how to use it, and the math intuition behind this simple algorithm.

Before learning this algorithm let’s first see what are Ensemble techniques.

As investment in the development of practical quantum computers and with key breakthroughs in this technology, are we poised to enter the age of working quantum computers? What could this mean for businesses? Do you need to be creating a quantum computing strategy for your enterprise?

Often seen as a technology that will become a practical tool for businesses in the distant future, with several recent developments and continued investment into the technology, your business could be using quantum computers sooner than you think.

Artificial Intelligence (AI) is quickly proving how it can change the landscape of society today. With more data comes greater…

Here is the list of the top 10 real-world rescue robots you should know in 2021 Continue LEarning

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Recommendation algorithms are at the core of the Netflix product. It provides their members with personalized suggestions to reduce the…

Convolutional neural networks running on quantum computers have generated significant buzz for their potential to analyze quantum data better than…

The waterfall chart is a 2-Dimensional chart that is specially used to understand the effects of incremental positive and negative…

Power BI is already a powerful analytical tool as it is. But when you use Python for Power BI, that…

The Cosmos cross-chain network is building a new blockchain aimed at allowing developers to experiment with different protocols. In its…

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This week we sat down for an interview with Qubit the dog, whose human Julian Kelly is one of our lead Research…

Blockchain technology has been trending in recent years. This technology allows a secure way for individuals to deal directly with…

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Python is one of the most mind-blowing open-source, object-situated programming languages accessible wherever on the lookout. It regularly utilizes English…

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Transformer-based language models have made rapid progress in many natural language processing (NLP) applications, thanks to the availability of large…

SVM is a powerful supervised algorithm that works best on smaller datasets but on complex ones. Support Vector Machine, abbreviated…

UCLA is embarking on a three-year study to better understand the impact of “sleep, physical exercise, heart rate, and daily…

Seeing our world through the eyes of a migratory bird would be a rather spooky experience. Something about their visual…

This video on IoT Projects covers all the latest projects and innovations happening in IoT. This Internet of Things Projects…

AutoML is a broad category of techniques and tools for applying automated search to your automated search and learning to…

Artificial Intelligence is the study of building agents that act rationally. Most of the time, these agents perform some kind of…

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Google AI recently introduced their new Natural Language Processing (NLP) model, known as Fine-tuned LAnguage Net (FLAN), which explores a…

DeepMind wants to enable neural networks to emulate algorithms to get the best of both worlds, and it’s using Google…

Facebook’s chief AI scientist Yann LeCun’s influence seems to have rubbed off on the team, taking a path less travelled – a journey towards…

Blockchain Development Companies like Antier Solutions aim to decentralize the world and adopt the next wave of digital business through…

The Go programming language is used by companies such as Uber, Google, and others. Go is a Google-developed statically typed programming language with a…

Welcome to issue 520 of Python Weekly. Let’s get straight to the links this week. Continue Reading

You see, any bank, approves a loan based on the two most vital points: 1) How risky is the borrower…

How to perform arbitrary-precision computation and much more math (and fast too) than what is possible with the built-in math…

Why Google’s language is beating Python in web development, systems programming, and more Your average software engineer is still in…

“The single necessary and sufficient condition for a startup to succeed is a paying customer”—Bill Aulet, MIT Continue Reading …

The entire machine learning model development process is trivial. These are the standard steps of model development. Data Cleansing Data…

Automation in agriculture is an emerging subject across the world. In recent time, Artificial Intelligence has been seeing a lot of…

If you’re not laughing right now it’s because the joke isn’t funny. And if you are laughing, it’s because the…

Everyone needs websites and web applications these days. So there are many opportunities for you if you work as a…

Quantum cryptography is a branch of research that uses quantum mechanics principles to encrypt and transmit data, making it impossible…

Features : Structural Pattern Matching Better Error Messages Parenthesized Context Managers New Type Union Operator Precise Line Numbers for Debugging…

Today, the world is mostly focused on external development. However, ancient Indian traditions emphasize looking within to find the real…

According to a former Google executive, the singularity is coming. And, what’s more, he says that it poses a major…

Introduction Because of its simplicity and ease of learning, Python has become very popular these days. It is used for various activities such as data science, machine…

The capabilities of artificial intelligence are transforming industries by strengthening data, new personnel, and financial power by pushing the technological revolution to…

Humanity has dreamed about developing an intellect equal to or greater than our own since the dawn of science fiction…

Astounding and unprecedented, Ian Cheng’s exhibition Life After BOB, currently on view at NYC’s The Shed until 19 December, champions art at the…

Developing comprehensive recommendation systems is a tedious and complicated effort for both novices and experts. It involves several steps starting with obtaining…

Roles and responsibilities: A business intelligence developer is a person who reviews and validates customer data as it’s collected, oversees…

Python has become a defacto lingua franca for machine learning. It is not a difficult language to learn, but if…

Our quirky minds thwart psychologists’ efforts to find durable theories. But terror-management theory has held up quite well since three psychologists proposed…

Quantum computing is still very much in infancy, as conventional computing pushes the boundaries of what can be done using…

More than 15 million Americans have quit their jobs since April 2021, a trend that has radically disrupted the workforce.  While considering…

In this article, you will learn everything that you need to know about the Eclat algorithm. Eclat stands for Equivalence Class Clustering…

I have been associated with Analytics Vidya from the 3rd edition of Blogathon. Unlike hackathons, where we are supposed to…

Visualizing user attitudes and behaviors in an empathy map helps UX teams align on a deep understanding of end users….

Apps of Google Home, Amazon Echo and 14 other smart home devices contain “critical cryptographic flaws” that could allow hackers…

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NLP or natural language processing is emerging as one of the major cutting-edge technologies as a branch of artificial intelligence…

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Purposeful advertising: How Mondelez India drove sales for local stores during the pandemic Continue Reading..

BY SAURAB BABU Remember swinging on the branches of a Jamun tree to pluck its fruit? There is nothing quite like…