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Is Data Mining Part of Machine Learning? Machine learning and data mining – these two are buzzing terms in 2020. Because we’re all stuck at home, many people have been researching the latest and greatest that the world of technology has to bring to the table, and these two terms pop up with almost every […]
What Is Log Loss in Machine Learning? Machine learning is exciting, as it not only enables artificial intelligence but shows promise to reshape the world around us. Since the digital landscape is slowly getting integrated more and more into our everyday lives – machine learning solutions continually sophisticate it, changing the way we interact with […]
How to Prepare Data for Machine Learning? Machine learning has already changed the world around us, and it doesn’t seem to be slowing down anytime soon. Through the introduction of artificial intelligence, many processes that used to take up a lot of time have been streamlined to near perfection and now take no time. While […]
Top Benefits of Machine Learning for Big Data We can witness numerous technological advances in today’s age, such as artificial intelligence (AI) and machine learning (ML). Even though ML started years ago, it was something other than what it represents today. Today, machine learning is a branch of AI, and it’s a way of analyzing […]
How to Get Started With Machine Learning? If we look at the current state of things in the world of technology, we can see the popularity of machine learning is rapidly increasing almost every day. It has become one of the most popular career choices and according to some studies, being a machine learning engineer […]
What’s the difference between AI and Machine Learning? AI and ML are very popular terms used today. These technologies have entered many different industries, and they’ve become buzzwords that make something special. But in reality, most markets that advertise these technologies don’t know what they are or what they represent. To make things even worse, […]
What You Need to Know About Machine Learning and Artificial Intelligence Artificial intelligence and machine learning were distinct in the past when these technologies were still developing. However, ever since they found their application in various technologies and industries, the line between them kept getting thinner. Once the marketers started doing their thing, the terms […]
What is the Relationship Between Machine Learning and Artificial Intelligence? The computer industry has brought many new things. It created a lot of different technologies that changed our world. The current hype in the industry is on machine learning, artificial intelligence, and data science. Even though all of these things might be separate branches on […]
What Is Machine Learning Used for? The entire word echoes with words such as artificial intelligence, natural language processing, and machine learning. Out of many modern innovations the world has seen over the past few years – machine learning is so prominent simply because of so many different applications it can be used for. ML […]
How Does Machine Learning Work? Machine learning has been around for quite some time now. Thanks to its powerful algorithms, machine learning can use complex and advanced computational power and apply it to big data applications more effectively and rapidly to achieve development. Businesses that can do these things have a far greater chance of […]
What is Machine Learning? Here’s Everything You Need to Know When the world’s population was first introduced to the concept of AI, most people were afraid that the robots would replace them and take their jobs. However, AI and machine learning and development can be used for many different purposes. These technologies are an abundant […]
Who’s Really Doing AI? There is no shortage of excitement around artificial intelligence. Lists upon lists tell of “promising” examples, just around the corner, coming soon. But even claims of active AI implementations are often half-measures: AI up to a point, when humans step in and take the final actions. Consider that you may be […]
How Do You Know You Are Ready For AI? There is no doubt that Artificial Intelligence (AI) is transformative for businesses, but it’s not just for the tech giants. AI plays a different role in different industries, from market insights, to process automation, to user experience. As the amount of data collected increases, the demand […]
Operationalizing AI As artificial intelligence and machine learning become universal in our society, more and more companies have started to invest in these technologies to support their business decisions, reduce costs, and drive production efficiency. As novel as it may sound, AI and machine learning are not magic. A 2019 article published by Pactera and […]
Apache Kafka or Apache Pulsar | Which Is Better and Why? When it comes to operational data monitoring, two names will likely pop into your head – either Apache Kafka or Pulsar. Both of these Apache web server-based event streaming platforms are widely praised for being the best event streaming, message queuing, and distributed software […]
Full Comparison: Apache Pulsar vs. Azure Event Hub Go Head-to-Head When we talk about data, we rarely perceive it as a resource; we perceive it as information. Still, because business data has imposed itself as an essential issue for every modern business, we are now forced to recognize its value as a business resource, the […]
Pulsar vs. RabbitMQ: Which Messaging Bus Should You Pick? Modern companies need to process more data than ever. At the same time, they need to do it as quickly as possible. That’s why the whole industry is switching to real-time data processing and leaving traditional databases with processing architectures. Simply put, new demands require new […]
The Future of Distributed Messaging and Streaming: 8 Platforms You Should Know About As you already know, many businesses went online to facilitate their growth and expansion. However, all that growth in the online sphere led to copious amounts of data being generated. To make smarter business decisions, provide unparalleled user experience, and use data […]
The Benefits of Pub/Sub Messaging for AI and ML Apps When new technology becomes available to the broader public, there is always a race to tap into the hype and profit from it. The novelty aspect of it all adds to its prestige and popularity, making it far easier to market. App developers are always […]
Queuing For AI and its Commercial Potential Machine learning has completely changed within the last couple of years, and its implementation in Artificial Intelligence has given the whole field a second renaissance. No longer is AI reliant on programming and human input alone, as newer versions of particular AI bots can scan vast databases and […]
Importance of Event Streaming to Real-Time AI & ML Models The most important outcomes today in the evolution of artificial intelligence and machine learning arise not from a single technological breakthrough, but instead from an ingenious synthesis of technologies and methodologies. Specifically, real-time data streamed from IoT devices to ML algorithms which continually update live […]
The Importance of Distributed Messaging for Machine Learning Modeling With the ever increasing velocity of big data and the perpetual refinement of machine learning (ML) solutions, more companies are opting to integrate ML to inform their business decisions. However, as per a recent Alegion research survey, roughly 96% of machine learning initiatives fail. Why is […]
Apache Pulsar’s Role in the Future of AI and ML The future of AI and ML is of great interest to many different people across verticals. Everyone, ranging from business leaders and engineers to dev-ops and data architects, is interested in technologies that can enable AI and ML. AI and ML offer way too many […]