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17th January 2020
xpertlab-enterprise-application
17th January 2020
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HOW ENTERPRISE APPLICATION INTEGRATION BENEFITS BUSINESSES?

Since the past few decades, enterprises of all sizes are depending hugely on software applications for carrying out critical business operations. Be it acquiring business intelligence, communicating among teams or maintaining customer relationships, technology has made everything convenient and organized. This, in turn, has encouraged organizations to rely on a chain of software programs for managing varied activities effectively. However, in spite of numerous benefits, one of the prominent issues which arises in such tech savvy organizations is the lack of coordination among various applications. For companies relying on multiple software applications, its really important that the applications play together […]
16th January 2020
blogs
16th January 2020
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Creating and Visualizing Decision Tree Algorithm in Machine Learning Using Sklearn

In this decision tree tutorial blog, we will talk about what a decision tree algorithm is, and we will also mention some interesting decision tree examples. The blog will also highlight how to create a decision tree classification model and a decision tree for regression using the decision tree classifier function and the decision tree regressor function, respectively. Also, it will discuss about decision tree analysis, how to visualize a decision tree algorithm in Machine Learning using Python, Scikit-Learn, and the Graphviz tool. What is Decision Tree? Decision Tree in Python and Scikit-Learn Decision Tree algorithm is one of the […]
15th January 2020
PyCharm
15th January 2020
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What is PyCharm?

PyCharm is a hybrid-platform developed by JetBrains as an IDE for Python. It is commonly used for Python application development. Some of the unicorn organizations such as Twitter, Facebook, Amazon, and Pinterest use PyCharm as their Python IDE! It supports two versions: v2.x and v3.x. We can run PyCharm on Windows, Linux, or Mac OS. Additionally, it contains modules and packages that help programmers develop software using Python in less time and with minimal effort. Further, it can also be customized according to the requirements of developers. Features of PyCharm: Why should we use it for our next Python project? […]
13th January 2020
xpertlab_tableau
13th January 2020
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What is Tableau?

Tableau software is one of the fastest growing data visualization tools which is currently being used in the BI industry. It is the best way to change or transform the raw set of data into an easily understandable format with zero technical skills and coding knowledge. What is Tableau used for? Usage of Tableau software are listed below: Tableau software is used to translate queries into visualization. It is also used for managing metadata. Tableau software imports data of all sizes and ranges. For a non-technical user, Tableau is a life saver as it offers the facility to create ‘no-code’ […]
11th January 2020
What is Reinforcement Learning?
11th January 2020
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What is Reinforcement Learning?

We are living in the 21st century, the era of automation. Machine Learning has been a rock band in the field of automation. The automated machines that we create using the techniques of Machine Learning carry out iterative tasks to reduce human effort and time. However, the real-world tasks are way too complex for a machine to execute. It is a highly redundant task to program every course of action for a machine. There emerges the need for a technique that enables the machine to learn and improve itself. This Machine Learning technique is called reinforcement learning. Reinforcement learning in […]
9th January 2020
black-box-ai
9th January 2020
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Black Box AI

Black box AI is any artificial intelligence system whose inputs and operations are not visible to the user or another interested party. A black box, in a general sense, is an impenetrable system. Deep learning modeling is typically conducted through black box development: The algorithm takes millions of data points as inputs and correlates specific data features to produce an output. That process is largely self-directed and is generally difficult for data scientists, programmers and users to interpret. When the workings of software used for important operations and processes within an organization cannot easily be viewed or understood, errors can go unnoticed until they […]
7th January 2020
xpertlab-ecommerce
7th January 2020
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HOW ANALYTICS IS CHANGING THE ECOMMERCE INDUSTRY

Ecommerce industry is evolving at a great pace. Being a platform between buyers and sellers, such companies strive to provide a great user experience through their website. However, to get noticed in the sea of ever growing competitors one has to rely on analytics. Ecommerce industry thrives mainly by pleasing the customers with its products and services and, thus, learning what exactly customers want is crucial. Analytics evaluate business data and gives relevant insight about the procedures, which is important to improve services and maximize profit. Capturing and recapturing the attention of customers and offering them the most optimized deal […]
6th January 2020
xpertlab_apachespark
6th January 2020
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What is Apache Spark?

Apache Spark has become one of the key cluster-computing frameworks in the world. Spark can be deployed in numerous ways like in Machine Learning, streaming data, and graph processing. Spark supports programming languages like Python, Scala, Java, and R. In this section, we will understand what Apache Spark is. Apache Hadoop and Apache Spark One of the biggest challenges with respect to Big Data is analyzing the data. There are multiple solutions available to do this. The most popular one is Apache Hadoop. Apache Hadoop is an open-source framework written in Java that allows us to store and process Big Data […]
2nd January 2020
ai
2nd January 2020
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What is Artificial Intelligence? (AI)

Artificial intelligence (AI) is the simulation of human intelligence processes by machines, especially computer systems. Specific applications of AI include expert systems, natural language processing (NLP), speech recognition and machine vision. AI programming focuses on three cognitive skills: learning, reasoning and self-correction. Learning processes. This aspect of AI programming focuses on acquiring data and creating rules for how to turn the data into actionable information. The rules, which are called algorithms, provide computing devices with step-by-step instructions for how to complete a specific task. Reasoning processes. This aspect of AI programming focuses on choosing the right algorithm to reach a desired outcome. Self-correction processes. This aspect […]
2nd January 2020
xpertlab-iot
2nd January 2020
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Major Infrastructure Challenges in IoT Development

Although Internet of Things (IoT) has gained a lot of attention lately, its development and implementation isn’t up to the mark so far. Internet of Things refers to a network of interrelated computing devices, digital and mechanical machines, people or entities having unique identifiers that can exchange data over a network, without the requirement of human to computer or human to human interaction. The potential applications of IoT is promising but its infrastructure requirement is something that needs more focus and advancement. The concept, in fact, requires more investment, funding and consumer interest to deliver desirable and quick solutions. Despite […]
1st January 2020
What is Artificial Neural Network?
1st January 2020
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What is Artificial Neural Network?

Artificial neural networks are computational systems vaguely inspired by design of natural neural networks (NNN). These systems are also called connectionist systems. Learn what is Artificial Neural Networks in detail through this blog. Capability to mimic the human intelligence by machines is called Artificial Intelligence (AI). Popular approaches towards achieving Artificial Intelligence are if-then formal reasoning, Bayesian inference, probabilistic reasoning and Artificial Neural Networks. Human brain inspired Artificial Neural Networks turned out to be the most effective problem-solving model for wide set of problems of AI. Key abilities of Artificial Neural Networks: Feature extraction: Feature extraction is used in pattern matching […]
30th December 2019
xpertlab_hbase
30th December 2019
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What is Apache HBase?

Apache Hbase is a popular and highly efficient Column-oriented NoSQL database built on top of Hadoop Distributed File System that allows performing read/write operations on large datasets in real time using Key/Value data. Introduction to Apache Hbase Apache HBase is an Apache Hadoop project and Open Source, non-relational distributed Hadoop database that had its genesis in the Google’s Bigtable. The programming language of HBase is Java. Today it is an integral part of the Apache Software Foundation and the Hadoop ecosystem. It is a high availability database that exclusively runs on top of the HDFS and provides the Capabilities of Google Bigtable for the […]