Everything You Need to Know About PyTorch
Every once in a while, a new library of Python is released that has the potential of changing the scenario of machine learning (ML) and deep learning. PyTorch is one such library.
PyTorch is by far the most popular ML and deep learning library maintained and released by Facebook back in 2016. PyTorch is leaning towards Python as its primary programming language.
Companies like Facebook, NVIDIA, Lockheed Martin, Nike, and JPMorgan use PyTorch to build machine learning models and conduct ML research. …
Everything You Need to Know About Wix in 2021
Website builders have been around for a long time now. For people who still remember, it all started with Geocities back in the 90s, which was considered the Jurassic Period in terms of the Internet. Fast forward to 2021 and the capabilities of website builders have multiplied vastly — Wix among one of their greatest creations. Introduced in 2006, Wix has grown by leaps and bounds to serve more than 110 million users and is one of the biggest website builders in the market.
So, now the question remains: Is the…
It’s nice to realize that we humans have built machines with our natural abilities: learning by instance and perceiving the outside world. The only issue is that more and more time and effort are needed to teach computers how to “see” like us. However, if we think about the real-world applications, this capability already brings us to companies and businesses, and the effort pays off.
Deep Learning — a machine learning technique that focuses on teaching machines to learn — has absolutely dominated computer vision (CV) over the last couple of years, succeeding on many tasks and their related competitions…
Applications of Robotics in Everyday Life
Robotics is a field that deals with creating humanoid machines that can behave like humans and perform some actions like human beings. AI allows robots to act intelligently in certain situations.
The robotic arm can determine what material an object is made of and then calculate the force required to manipulate. For example, the robot can pick up laundry, load the dishwasher, carry heavy objects, and reach higher objects.
The robotic kitchen is already functional. In the robotic kitchen, everything is adapted for optimal robotics work based on proven industrial manipulators. The robot can…
How Programming Languages Will Surpass Industries And Domains
Each day, we read articles, blogs, and news about the tech industry’s latest ‘revolution.’ But, be it blockchain and cryptocurrency, developments in AI, or data analytics, the word “revolution” is perhaps used too often.
But indeed, the research across these areas is disrupting not only the IT and computer science field but all industries alike.
In the last few years or even the decade, computer science or IT is rapidly becoming an intrinsic part of every other industry that you can think of.
For instance, AI systems are being deployed in automobiles…
Everything You Need To Know About the 51% Attack On Blockchain
When it comes to cryptocurrency mining, the key concern for people is that of a 51% attack — where a single attacker or group controls the majority of computational power of the Bitcoin blockchain. The attackers decide which transactions (if any) get processed in the blockchain.
Besides, through disrupting or censoring the information of new exchanges, a 51% attack can be leveraged for a double spend. This means that the criminal mines a different version of the blockchain in secret so they can spend a few coins or tokens…
The Rise of Artificial Intelligence in Soccer
Vince Lombardi once said, “Football is like life — it requires perseverance, hard work, self-denial, dedication, sacrifice, and respect for authority.”
It’s almost 2022, and football season has already arrived. Football coaches from across the world are scratching their heads to contemplate how to win the next game. The majority of times, coaches watch the games from previous seasons to polish their gaming strategies. The breakdown of player performance is a critical as well as a tedious process as a person analyzes various video recordings.
Now, a computer can do the same thing…
The Power of Natural Language Processing (NLP)
Natural language processing (NLP) is a technology that focuses on the interaction between computers and human language. It allows machines to fetch information from text or speech and offer insights/intelligence to humans. In simple words, NLP is the ability of a computer program to interpret human language through text or speech — known as natural language. It is a subset of artificial intelligence (AI).
NLP has been around for at least 50 years and has firm roots in the linguistics sector. …
Everything You Need to Know About Numenta Anomaly Benchmark (NAB)
Detecting anomalies in datasets has broad applications in a lot of domains such as fraud detection for credit cards, fault detection in safety critical systems, and network intrusion detection for cyber security. Due to its wide range of applications, the problem of anomaly detection has been thoroughly researched by industry specialists and academia alike, and several algorithms have been introduced for determining anomalies in problem settings. However, there wasn’t any dataset or framework openly available using which the proposed algorithms could be evaluated on a common ground.
The situation changed…
An Introduction to Microsoft Azure Anomaly Detection Service
What is Anomaly Detection?
Anomaly detection is the process of finding the outliers of a dataset, which are the items that do not belong. These anomalies might highlight unusual network traffic, simplify identify data for cleaning, or unveil a sensor on the fritz, prior to analysis. In simple words, it is a process of finding an unusual point or pattern in a dataset. Anomaly is also referred to as outlier. It is a part of the data cleansing process.
In today’s world of distributed systems, tracking and monitoring the performance of a…