IME Blogs

Descriptive and Predictive Data Analytics in Big DataFeb 4th, 2020

IME provides machine learning, artificial intelligence solutions, and related analytics techniques, to handle big data and operational data; helping organizations and decision makers to get the optimum solutions in several fields. Big Data Analytics enables enterprises to explore their big data to the most relevant information and analyze it to predict critical business decisions. There are several types of data analytics in big data. In this article, we will focus on two types: descriptive and predictive analytics, showing their place and characteristics compared to other types, followed by m...

Chatbots…Automatic 24/7 Customer ServiceDec 24th, 2019

IME introduces machine learning and artificial intelligence solutions, handling big data efficiently. Nowadays, automated customer services become highly required by different companies and service providers. Interacting with the machine through natural language is one of the requirements for so-called dialogue systems or chatbots in artificial intelligence. The machine can provides us with an informative answer, distinguish the context of the dialogue, and select the suitable response as the human. In this article, we will explain the chatbot functions and benefits from using it, exploring di...

Curse of Dimensionality in MLDec 15th, 2019

IME provides machine learning and artificial intelligence solutions, handling big data efficiently. Modelling ML is not a straightforward task, it needs experienced engineers in both business and statistics to extract the optimum features from training data to achieve accurate predictions in a real time. In this article, we will explain the meaning of ‘Curse of Dimensionality’ problem that may face ML modelers, its effect on model complexity, and how it can be avoided. Definition of Curse of Dimensionality Curse of dimensionality refers to non-initiative properties of data observed when ...

ETL Systems Concepts, Processes, and ToolsDec 5th, 2019

IME provides data management solutions, including data integration, data quality, archiving, masking, in addition to machine learning and artificial intelligence solutions, handling big data and operational data store efficiently. Moreover, IME has more than 60 customers all over the world, working in various business lines. Informatica supports ETL tools and winned several awards in the last years and has more than 500 partners, offering services, support, training, and certificate. We will explain briefly ETL systems and its advantages in this post. Introduction Information is power. Any ...