Discussing Modern Software Architectures: An Overview
We live in a digital world where software is used in almost all aspects of our lives. Whether it’s our phones, computers, or even our cars, they all rely heavily on software. With the ever-growing complexity of software, it’s important to have a good software architecture that can handle the complexity and demands of modern […]
PyTorch vs TensorFlow: Which One’s For You?
Machine learning is an invaluable skill to have in our tech-savvy world. Today, we can get almost anything done with the help of artificial intelligence. With the advancement of deep learning and machine learning, companies are continuously looking for new ways to leverage this technology to achieve greater results with less time and money. This […]
Discussing GraphQL: What, How, and Why
GraphQL is a query-oriented programming language that makes it much easier to program web applications. It’s similar to REST in that it provides an API called a GraphQL service or GraphiQL for short. It differs from REST in that it focuses on providing end-to-end transparency instead of just making requests from point A to point […]
Machine Learning for New Communications Systems: Bots, T2S, & More
New communications systems are being developed at an ever-increasing pace. The amount of data flowing through these systems is also increasing at a faster pace, with the adoption of IoT and Artificial Intelligence (AI) in our daily lives. These two factors have created unprecedented opportunities for machine learning to support new communication systems. Machine learning […]
Top Paradigms in Machine Learning
Each new generation of computer-driven algorithms and data structures produces its own set of challenges for data scientists. The pioneers of each new technology struggle to establish themselves as a leader in their space. However, over the last few decades, there has been a shift in how companies approach Machine Learning research, training and implementation. […]
Nvidia’s CUDA Compute Platform – It’s Getting More Effective By the Day
Before we dive into what this means for you as a developer, let’s take a look at what CUDA computing actually is. The short answer? It’s a collection of parallel computing technologies developed by Nvidia that enables the development of faster, more efficient programs for various platforms and devices. In other words, it’s not some […]
Artificial General Intelligence (AGI): When Computers Meet Human Skillsets
Artificial general intelligence, also known as AGI, is a hypothetical technology that can supercharge the modern human ability to think and create. It could improve our memory, make decisions faster, and even boost our creative abilities. The term Artificial Intelligence (AI) conjures up images of machines that think like humans—but this is only one possible […]
An Intro to Generative Adversarial Networks (GANs): Potential & Today’s Application
Adversarial networks are a type of machine learning that take an opposing approach to training a model. Instead of being taught how to make predictions based on data, GANs are taught how to fight back against them. In other words, GANs are trained to generate fake predictions by modeling human behavior and artificial intelligences in […]
Training Models with Neural Networks on a GPU
In this article, we’ll take a detailed look at how Neural Networks can be used to produce training data for deep learning applications. Depending on the nature of the problem, a wide variety of digital transformation efforts use neural networks as our primary training data source. From image recognition to speech recognition and other fields […]
Is Quantum Computing Worth Thinking About?
Many of us have heard about the promise of “quantum computing”; it’s something we’ve all been warned about, but not many people understand what it means. The idea is simple: use powerful computers to solve difficult problems much faster than conventional models can manage, which would make everything from online banking to search and medical […]
What Happens After We Solve Self-Driving Cars?
In the not-too-distant future, the majority of driving will be done without a steering wheel. Cars that drive themselves — sometimes referred to as “self-driving cars” — will become widespread by around 2040. A few years ago, only a handful of major car manufacturers had any kind of self-driving car programs in action. Now every […]
Advancements in AI-Generated Video
With the increasing volume of video being produced, it is becoming more difficult for content creators to keep up with the demand for their videos. In an era where users expect real-time access to relevant video, marketers need to find ways to surface timely and engaging video that resonates with consumers. AI-generated video can accomplish […]
DNA Sequencing in Today’s Computing
Today’s computing devices and their applications are equipped with the ability to execute complex algorithms and perform tasks faster than ever. In order to keep up with the fast-paced pace of computing, it is essential for programmers to understand how modern programming languages work. Computer scientists have been sequencing human genomes for almost a decade […]
The Use of AI in Maps
AI is used in maps to increase the quality and precision of turn-by-turn driving directions, 3D virtual reality travel, and geofencing. It can also be used to recognize objects such as cars or buildings from a photograph or video and suggest destinations or routes that make use of those features. In this blog post, you’ll […]
A Guide to Home Automation Technology
Home automation is a broad term that encompasses a number of related technologies and services. What’s more, it isn’t just for computers any more. Today, homes are also equipped with smart devices such as thermostats, security systems, and smart lights. When used collectively, these home automation technologies and devices can form the basis of a […]
Best Use Cases of GPUs; Road to IoT
You’ve probably heard the phrase “a GPU is a lot more than just a graphics processor.” The capabilities of a given GPU are only part of what make it unique as an embedded computing platform. Other important factors include its expected workload, software support, and price. As such, embedded GPUs have come a long way […]
The State of Robotics: From AI to Future of Work
The future of work is already here — and it’s not what you think. Robotics has only just begun to transform every job in the modern world, and the impact is already being felt at a global level. From agriculture to education and medicine, robotics is carving out niches for itself where previous thinking about […]
The State of Anti-Aging Technology
As the saying goes, hindsight is 20/20. But how much do we know about anti-aging technology in the future? We might be optimistic in thinking that our ability to prevent and reverse aging will improve with age, but that doesn’t mean that we won’t need to take action sooner than later. The implications of a […]
The Era of GPUs
The era of graphics processing units or GPUs is upon us, and the world of computing will never be the same. In a world where every console has its own custom-built CPU , a powerful GPU is the difference between being able to play your favorite games on a kiddy console and being able to […]
The Current State of Silicon Valley
The Valley’s economic boom has been a long time coming. Over the past few decades, Silicon Valley has experienced an incredible transformation. From a sleepy bedroom community in Northern California to today’s global technology powerhouse, the valley has undergone a meteoric rise. Today, Silicon Valley is home to some of the world’s leading technology and […]
Computer Vision in Self-Driving Cars
Self-driving cars have long been the holy grail of automated driving. The technology is getting more and more advanced, with several car companies working on their own autonomous vehicle platforms. Companies are racing to produce affordable, reliable, and safer self-driving cars that can be used on a global scale. Artificial Intelligence (AI) is playing an […]
On Nanotechnology
Nanotechnology is the study of small matter in all its forms, from subatomic particles to molecules, polymers, and crystal lattices. It is a broad subject, encompassing nanometer -billionth of a meter -nano-particle physics. There are many sub-fields of Nanotechnology, such as Molecular Nanotechnology, Material Nano-technology, and Energy Nano-technologies. We will discuss the scientific and technological […]
Artificial Intelligence in Medicine
Artificial Intelligence is here to stay, and its impact will be felt far beyond the boundaries of just the medical industry. AI has already had a profound impact on industries as diverse as finance, education, medicine and even pop culture. It has the power to improve our lives in so many ways — but it’s […]
The AI Industry & DeepMind
The AI industry has experienced a period of rapid change in recent years. In the face of an uncertain economy and shifting geopolitical priorities, startups are adopting new business models and developing software that can handle a wider range of tasks. As more companies adopt AI as a strategic asset, there is also more opportunity […]
What is Distributed Computing?
Distributed computing is a broad term that encompasses several related concepts. The term most commonly refers to computer systems that are run across a large number of computers distributed around the world, but it can also be used to describe the process of creating these systems. Distributed computing allows for greater efficiency and redundancy as […]
AI Powering Art & Photography
AI (Artificial Intelligence) is any software that can recognize images, videos, and other forms of digital media to create unique works of art or images. While many people just refer to AI as computer programs that can do tasks such as artificial intelligence, optimizer, machine learning, deep learning etc. These are all sub-fields of AI. […]
Deep Learning & Differences from other Fields
Deep learning is a subfield of Machine Learning that focuses on the study of large-scale computer programs that can perform tasks efficiently and effectively, especially when they are dealing with very high-dimensional data. In other words, Deep learning deals with AI that goes beyond being able to recognize images or videos in order to understand […]
Artificial Intelligence: Where We Stand Today
Today, artificial intelligence is used in a variety of industries, including finance and technology. But while the benefits of using AI aren’t fully realized, it has already had a profound impact on many fields. From more accurate financial predictions to personalized shopping experiences, AI is enabling today’s businesses to reach new levels of success. In […]