Top Big Data Technologies to Check Out in 2021

Big data has become one of the most discussed technologies now and many vendors are offering big data solutions and services nowadays. When it comes to big data, it refers to a software tool that can manage and analyze massive amounts of data, both structured and unstructured, the data that cannot be processed manually or with other conventional means. Large data sets are massive and difficult to process with traditional procedures.

Top Big Data Technologies 2020

Now we will look into the big data technologies that are trending in 2021.

1.    Artificial Intelligence

From Siri and Cortana to self-driven cars, artificial intelligence is widely used for accomplishing tasks done by humans. It is an interdisciplinary branch of computer science that possesses other disciplines too like machine learning and natural language processing. The significant aspect of AI is the way it makes decisions according to the scenarios. It has its applications across all industries including healthcare. 

2.    NoSQL Databases

NoSQL constitutes a wide range of separate database technologies that are used to design modern applications. NoSQL provides a method of collection and retrieval of data for real time web applications and analytics. The examples are MongoDB, Redis and Cassandra.


3.    R programming

This programming language is used for statistical computing, visualization and unified developing environments like Visual Studio. It is an open-source project that can be used by anyone. The data miners are mostly using R programming and it is also used widely for designing statistical software applications and data analytics.

4.     Data Lakes

Data Lakes are used by companies to make a stockpile of all formats of data at any scale. In the process of data accumulation, data can be saved as its original form. It is not transformed into structured data and executes several kinds of data analytics from data visualization to big data transformation.

5.    Predictive Analytics

It is one of the types of big data technologies used nowadays. It helps to predict the behavior in the future by using the existing data. It is able to forecast future events with machine learning, data mining and statistical modeling in the predictive analysis domain.

6.    Apache Spark

For transforming into big data technologies, Apache Stark provides built in features for streaming, SQL, machine learning and graph processing. It supports major programming languages like R, Python and Java.


7.    Blockchain

For Bitcoin digital currency, blockchain technology is assigned a database to it, providing a feature of secured data. Once it is written, it can never be deleted or changed in the future. It is a very secure environment for various big data solutions used in industries like banking, finance, healthcare, etc.

8.    Hadoop Ecosystem

For all the challenges in the big data domain, Hadoop ecosystem includes a platform that can help. It has all the components like storing, analyzing and maintaining inside it. Most of the commercial big data solutions are based on the Hadoop Ecosystem due to the features it provides.

9.    Prescriptive Analysis

Prescriptive Analytics is a way to take guidance about what big data companies could do when to achieve desired outcomes. The company can use prescriptive analysis to determine the response to market changes and predict the outcomes if the market of the product is about to decrease.

Conclusion

Big data is the way forward, the technology that can help the world in analyzing large scale data. It has transformed the conventional means of data analysis with its revolutionary technology. Big data technologies have helped businesses to achieve desired outcomes with predictive analysis and other excellent technologies. OptimusFox is offering big data services to its clients at affordable prices during the COVID-19 pandemic to ease the business needs of the customers. Whether it is blockchain technology or artificial intelligence, we possess the expertise you need. Contact us and get a quote!

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