Month: October 2021

Forest Fire prediction using Machine Learning – Analytics Vidhya

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!

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Empathy in Artificial Intelligence

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.

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Context-as-a-Service (CaaS), why it is important to future intelligent buildings?

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.

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Random Forest Algorithm for Absolute Beginners in Data Science

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.

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Qubits Are Coming: Your Quantum Computing Future

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.

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10 REAL-WORLD RESCUE ROBOTS YOU SHOULD KNOW IN 2021

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

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Report: State Of Artificial Intelligence In India 2021 — By AIM & TAPMI

Artificial Intelligence or AI is a field of Data Science that trains machines to learn from inputs, adjust to inputted…

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Netflix recommendation system to find something great content to watch

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

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Breakthrough proof clears path for quantum AI

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

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A Complete Explainer on Waterfall Chart – Analytics Vidhya

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

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Cosmos announces launch of new blockchain, Sagan

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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Qubit the dog on the big questions in quantum computing

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

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How Machine Learning can be used with Blockchain Technology?

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

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Uber Data Analysis | End-to-End Predictive Analysis on Uber’s Data

Sometimes it’s easy to give up on someone else’s driving. This is less stress, more mental space and one uses…

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10 Ways Business is Using Python in an Effective Way

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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Google AI Blog: Self-Supervised Learning Advances Medical Image Classification

Posted by Shekoofeh Azizi, AI Resident, Google Research In recent years, there has been increasing interest in applying deep learning…

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Support Vector Machine(SVM): A Complete guide for beginners

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

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Top Machine Learning-Based Emotion Recognition Tools

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

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Birds Have a Mysterious ‘Quantum Sense’. Scientists Have Now Seen It in Action

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

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AutoML: An Introduction Using Auto-Sklearn and Auto-PyTorch

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

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Search Algorithms in AI

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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Object Tracking with OpenCV

Advanced tracking techniques made simple by Python & OpenCVLast updated on Oct 11, 2021  by Juan Cruz Martinez Engineers and computer scientists…

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Google AI Introduces FLAN, A Language Model with Instruction Fine-Tuning

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

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DeepMind is developing one algorithm to rule them all

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

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Facebook Loves Self-Supervised Learning. Period.

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…

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The Explosive Rise Of Comprehensive Blockchain Development Solutions For Enterprises

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

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Go Programming Language

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…

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Python Weekly Issue 520

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

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Loan Status Prediction using Support Vector Machine (SVM) Algorithm

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

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How to do “Limitless” Math in Python – KDnugget

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

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All Pythonistas should switch to Go… or okay, maybe just half

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

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Use These Tools to Learn Data Science Faster. (BLOBCITY)

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

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Artificial Intelligence revolutionising Agriculture | NITI Aayog

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

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Codifying humanity: Can humor be reduced to an algorithm?

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

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How to Build Your Own Developer Portfolio Website with HTML, CSS, and JavaScript

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

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10 BEST QUANTUM CRYPTOGRAPHY BOOKS OF ALL TIME

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

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Installing Python 3.10 – Top 5 Features in the new Version

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

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The purpose of life is to be happy: The Dalai Lama

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

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Former Google Exec Warns That AI Researchers Are “Creating God”

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

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40 Helpful Python tips to Boost your speed as a Data Scientist

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…

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TOP AI CITIES TO KNOW ACROSS THE GLOBE IN RACE TOWARDS ADVANCEMENT

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

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TOP 10 ARTIFICIAL INTELLIGENCE CHARACTERS OF DIFFERENT MOVIES

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

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Artist Ian Cheng’s Simulations Uncover Humanity In Artificial Intelligence – COOL HUNTING

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…

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A Complete Guide To Tensorflow Recommenders (with Python code)

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

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HERE’S EVERYTHING YOU MUST KNOW ABOUT A BUSINESS INTELLIGENCE DEVELOPER

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

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How to Learn Python for Machine Learning

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

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Death, Physics and Wishful Thinking – Scientific American

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

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11 Important Quantum Computing Industrial Revolutionizations

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

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The 6 fastest-growing jobs of the decade that pay over $100,000

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

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The Eclat algorithm

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

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Guide For Data Analysis: From Data Extraction to Dashboard

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

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Empathy Mapping: The First Step in Design Thinking

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

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Apps of 16 popular smart home devices vulnerable to cyberattack – The Hindu

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

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An Entrepreneur’s Guide to Better Thinking

Our brains are wired to think in patterns, but it might be hurting your decision-making.By Aytekin Tank  Continue Reading …

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Analytics Insight explores the top NLP jobs in India to apply today for you

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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20 Python interview questions for the techies

Python is slithering its way to the top as the most popular programming language. It has become an ideal programming language…

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Purpose-driven marketing with Mondelez India – Think with Google APAC

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

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Beforest: Befriend the forest – Eco-intelligent

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

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