Imagine being able to look into the future to make better business decisions. It almost seems too good to be true, right? Well, it’s not. It’s possible thanks to predictive analytics. This is a newer technology powered by AI and machine learning that’s changing how businesses scale and grow. Want to see how? Keep reading. What is predictive analytics? Predictive analytics is like traditional analytics (Think of Google Analytics, for example) but kicked up a notch. It uses machine learning …
Category: BIG DATA ANALYTICS
Constantly finding optimizations, conducting tests, and making tweaks are very time-consuming. However, it’s necessary to improve conversion rates and different aspects of marketing performance. While many of us these tasks by hand or through the use of tools, there’s a better way to do it in 2020. It’s called anomaly detection. This branch of AI is saving marketers mountains of time while significantly improving campaigns. Want to learn how? Keep reading. What is anomaly detection? Anomaly detection is a branch …
Data Quality Introduction : Data Quality : Today, the world is filled with data. It is everywhere. And, the value of any organization can be measured by the quality of its data. So, what actually is the quality of data , and why is it important? Well, it refers to the capability of a set of data to serve an intended purpose. It is important to any organization because it provides timely and accurate information to manage accountability and services. …
Apache Kafka Data Analytics is often described as one of the biggest challenges associated with big data, but even before that step can happen, data must be ingested and made available to enterprise users. That’s where Apache Kafka comes in. Kafka’s growth is exploding, more than 1⁄3 of all Fortune 500 companies use Kafka. These companies includes the top ten travel companies, 7 of top ten banks, 8 of top ten insurance companies, 9 of top ten telecom companies, and …
What is Maven? Maven is an automation and management tool developed by Apache Software Foundation. It was initially released on 13 July 2004. In Yiddish language the meaning of Maven is “accumulator of knowledge”. Maven is a project management and comprehension tool that provides developers a complete build life-cycle framework. Development team can automate the project’s build infrastructure in almost no time as Maven uses a standard directory layout and a default build life-cycle. Maven is a powerful project management …
Categorizing and POS Tagging with NLTK Python Natural language processing is a sub-area of computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (native) languages. This is nothing but how to program computers to process and analyze large amounts of natural language data. NLP = Computer Science + AI + Computational Linguistics In another way, Natural language processing is the capability of computer software to understand human language as it is spoken. NLP is …
Stop Words and Tokenization with NLTK: Natural Language Processing (NLP) is a sub-area of computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (native) languages. This is nothing but how to program computers to process and analyze large amounts of natural language data. NLP = Computer Science + AI + Computational Linguistics In another way, Natural language processing is the capability of computer software to understand human language as it is spoken. NLP is …
Natural Language Processing Natural language processing is a sub-area of computer science, information engineering, and artificial intelligence concerned with the interactions between computers and human (native) languages. This is nothing but how to program computers to process and analyze large amounts of natural language data. NLP = Computer Science + AI + Computational Linguistics In another way, Natural language processing is the capability of a computer software to understand human language as it is spoken. Natural Language Processing (NLP) is …
Artificial Intelligence According to John McCarthy (father of Artificial Intelligence), it is “The science and engineering of making intelligent machines, especially intelligent computer programs”. It is a branch of Computer Science named Artificial Intelligence pursues creating computers or machines as intelligent as human beings. It is a way of making a computer, a computer-controlled robot, or a software think intelligently, in a similar manner the intelligent humans believe. In another way we define, Artificial Intelligence is a way of making …
Deep Learning and Neural Network : You can think of it – how a child learns through constant experiences and replication. Deep learning and Neural Network could provide unexpected business models for companies. We know that computers are better than people at crunching series of numbers or faster processing of monotonous job, but what about tasks that are more complex? How do you teach a computer what a Dog looks like? Or how to drive a car? Or how to …