As your company grows and you start to think about taking advantage of big data and business intelligence, creating a data warehouse is one of the very first steps to take. Data warehouses play a key role in business intelligence, and,...
Most likely, the decision tree is a machine learning model that’s closest to everyday life and conditions. The decision trees are one of the simplest and yet most versatile machine learning techniques. A lot of people who don’t even deal...
Today, we want to tackle an entirely different side of machine learning. We want to talk about adversarial machine learning, which is an ML technique designed for testing purposes and research. Like every other human technology, machine...
Google Cloud Virtual Machines are excellent for training deep neural networks with the usage of a myriad of CPUs and GPUs. Thanks to $300 for new customers you can try training deep learning models by yourself, but in order to be allowed...
Visualize data with Dash.py. The dashboard is today one of the most popular topics in data presentation and visualization. For R enthusiasts there are some excellent tools like Shiny but for Python enthusiasts, there were not such...
Today’s efficient data lake architecture should be more like a data management platform able to process big data (structured and unstructured data) while providing speed, consistency, and security at a reasonable cost. As explained...
As you may recall, we wrote about Machine Learning Techniques and Methods at the beginning of 2020. However, we think it’s vital to get back to this topic once again, as it’s much more extensive than you’d think. Today, we would like to...
The Role of Machine Learning in Today’s Landscape Each and every year the world get more and more convinced about the tangible value of Artificial Intelligence and Machine Learning. From initial disbelief and scoffing at computers, people...
Although we already are in the second quarter of 2020, it’s valid to talk about big data trends that will emerge and grow in the coming months and possibly even years. Augmented analytics, cloud optimization, continuous intelligence, edge...
Lately, the whole world is struggling with fighting the outbreak of the coronavirus. As the disease is exceptionally easy to transmit, the best safety measure you can take is to limit contact with any publically used surface. Here,...
Table of Contents How Data Rules The World, And How Data Warehouses Rule DataIntroduction To Data Warehouse MigrationOld Vs New Data Warehouses – The DifferencesData Warehouse Migration Migration: The Pitfalls1. Data Security2. Junk...
Artificial Intelligence, particularly machine learning, revolutionize many sectors and aspects of doing business, sales as well. Today, we are going to take a closer look at this subject. As it turns out, machine learning can...
Someone might argue that these two are entirely different disciplines. What computer vision has to do with the eCommerce sector? Granted, at first glance, not much. But there is a bit more going on around computer vision applications in...
As you know from our previous blog posts, image processing and computer vision alike are immensely important when it comes to data visualization and interpretation. Both of these disciplines are widely used in machine learning and...
Some might argue that comparing a data scientist to a software engineer is pointless, as these are two entirely different disciplines. However, both of these professions have a lot in common, even to such an extent that one cannot exist...
According to Capgemini research, 3 in 4 organizations implementing marketing machine learning into their business increase sales of new products and services by over 10%[1]. Nowadays, marketing and machine learning slowly become...
Business intelligence for small companies is an issue that’s often left out. Many business owners think that AI and business intelligence are tools destined exclusively for large corporations, with equally large budgets. And the truth is,...
Let’s talk today about machine learning in finance. Fraud detection, High-Frequency Trading, risk management, investment management–this list goes on and on. What these disciplines have in common? All of them are finance-related, and all...
A business intelligence analyst plays a crucial role in the business decision-making process. Thanks to their assistance, a company can benefit from big data it possesses and, through that, develop rapidly. But what does a business...
Machine learning is undoubtedly sophisticated and advanced technology. For someone who isn’t a data scientist, machine learning specialist, or has nothing to do with artificial intelligence, it may even sound like witchcraft. However,...
As you know from our previous article, the entire idea behind machine learning is to go from data to insight. No matter what type or kind of project you plan to conduct, you always need datasets for machine learning projects. Your...
Classification is one of the most common tasks in machine learning. It covers a wide variety of business needs from predicting player’s churn in mobile gaming to fraud detection in banking. Although each problem demands a specific...
The entire idea behind machine learning (ML) is to go from data to insight. From a given problem (by large business one) to an adequate solution. The machine learning algorithms help in predicting future trends, changes, and...
Do you still remember one of our recent articles, where we talked about image processing and computer vision? If not, we encourage you to read it first. As it turns out, these disciplines can be beneficial not only to the motor industry...
Data visualization is one of the must-haves of the big data and business intelligence world. This is a crucial element of data analytics because it provides an intelligible way to see and understand trends and patterns in data. And, as...
What is the difference between image processing and computer vision? Both these disciplines pertain to images. And that is the only common denominator. Computer vision and image processing are two completely different tools used for...
Radiology, magnetic resonance imaging, echocardiography, tomography–these are just a few examples of medicine fields where imaging is absolutely essential. Modern medicine simply couldn’t exist without images. But medical imaging is far...
The abbreviation ETL stands for Extract, Transform, and Load. It’s a method of moving data from various sources into a data warehouse. It is one of the crucial elements of business intelligence. An ETL developer is an IT specialist who...
Big data analytics consulting is a sophisticated service based on the process of examining vast amounts of data. It uncovers useful business-wise information and hidden correlations and connections within it. It has been designed to help...
What is marketing all about? The short answer is sales. In the very beginning, marketing was about shouting “buy here” at the local marketplaces. When the era of mass communication and media began in the early 1900s, marketing...
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