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!
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.
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.
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.
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.
Bringing blockchain, AI and privacy-preserving computation together is the 2.0 version of this network’s white paper
Artificial Intelligence (AI) is quickly proving how it can change the landscape of society today. With more data comes greater…
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
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…
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…
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…
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…
Python for Power BI – New Course in the Enterprise DNA Learning Platform
Power BI is already a powerful analytical tool as it is. But when you use Python for Power BI, that…
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…
Harnessing the power of artificial intelligence to transform hearing healthcare and research | Nature Machine Intelligence
The advances in artificial intelligence that are transforming many fields have yet to make an impact in hearing. Hearing healthcare…
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…
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…
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…
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…
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…
Microsoft and NVIDIA AI Introduces MT-NLG: The Largest and Most Powerful Monolithic Transformer Language NLP Model – MarkTechPost
Transformer-based language models have made rapid progress in many natural language processing (NLP) applications, thanks to the availability of large…
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…
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…
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…
Watch “Top IoT Projects 2021 | Useful IoT Devices | Smart IoT Projects | IoT Applications | Simplilearn” on YouTube
This video on IoT Projects covers all the latest projects and innovations happening in IoT. This Internet of Things Projects…
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…
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…
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…
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…
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…
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…
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…
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…
Python Weekly Issue 520
Welcome to issue 520 of Python Weekly. Let’s get straight to the links this week. Continue Reading
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…
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…
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…
The Problem Statement Canvas: A Deep Dive in Problem Definition for Startups and Innovation Teams
“The single necessary and sufficient condition for a startup to succeed is a paying customer”—Bill Aulet, MIT Continue Reading …
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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…
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….
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…
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 …
The most in-demand programming languages of 2021
Who will win this year’s title… Continue Reading…
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…
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…
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..
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…