The term “data” has been around for a very long time. Data is essential for decision-making in today’s world when 2.5 quintillion bytes of data are produced every day (Kappagantula, 2022). However, how do you believe we can manage so much data? The function of a data analyst is one of several important roles in the industry today that work with data to gather insights. To extract insights from data, a data analyst needs to use a variety of techniques. The top tools that any aspiring data analyst to experienced professional will need to master by 2023 are covered in this article on the Top 10 Data Analytics Tools.
We will discuss the following data analytics tools in this article:
Splunk is a platform used to search, analyse, and visualize the machine-generated data gathered from applications, websites, etc. Being named by Gartner as a Visionary in the 2020 Magic Quadrant for APM, Splunk has evolved products in various fields such as IT, Security, DevOps, and Analytics.
- Splunk Free
- Splunk Enterprise
- Splunk Cloud
Today’s academic assignments typically include extensive research (BAW, 2022). All three of these products—which are available for free download and trial versions—differ in terms of the scope of the functions they provide. Predictive pricing, infrastructure-based pricing, and quick adoption packages are the three bases around which Splunk product price options are built.
Companies like Dominos, Otto Group, Intel, and Lenovo, which are trusted by 92 of the Fortune 100, use Splunk in their daily operations to identify processes and correlate data in real time.
According to the official Splunk website, Splunk aims to bring data to every part of your organization by assisting teams in using Splunk to prevent and predict problems with monitoring experience, detect and diagnose issues with clear visibility, explore and visualize business processes, and streamline the entire security stack.
You can consult our Splunk Certification Program if you’re seeking an online Splunk training course. These programs can also help with data analysis for dissertation.
Talend was created on the Eclipse graphical programming environment and is one of the most potent data integration ETL technologies on the market. This tool allows you to effortlessly manage all the phases involved in the ETL process and seeks to offer compliant, accessible, and clean data for everyone. It was rated a Leader in Gartner’s Magic Quadrant for Data Integration Tools and Data Quality tools in 2019.
The five items that Talend offers are as follows:
- Talend Open Source
- Stitch Data Loader
- Talend Pipeline Designer
- Talend Cloud Data Integration
- Talend Data Fabric
A select handful of these are entirely free, a select few are free for 14 days, and a select few are licensed. These goods’ features and price points vary across the board.
Talend is used by businesses ranging from small startups to major corporations like ALDO, ABInBev, EuroNext, and AstraZeneca to make crucial decisions.
By preserving data quality, offering Big Data integration, cloud API services, preparing data, and providing Data Catalog and Stitch Data Loader, Talend is the only platform that delivers comprehensive and clean data when you need it.
Talend has recently sped up both the approach to the lakehouse paradigm and the process of revealing insight into data. Additionally, the Talend Cloud is now accessible through the Microsoft Azure Marketplace.
You can consult our Talend Certification Program if you’re seeking an online Talend training course.
A self-service solution for business intelligence, data visualization, and data analytics is called QlikView. With capabilities like Data Integration, Data Literacy, and Data Analytics, it strives to accelerate the value that data can bring to businesses by being recognized as a leader in Gartner’s Magic Quadrant 2020 for Analytics and BI platforms.
A selection of the many tools and services that QlikView offers for Data Integration, Data Analytics, and Developer Platforms are free to try for 30 days.
More than 50,000 customers trust QlikView, and some of its top clients include CISCO, NHS, KitchenAid, and SAMSUNG for their business management topics.
Recently, QlikView introduced Qlik Alerting for Qlik Sense®, an intelligent alerting platform that helps businesses handle exceptions, warns users of potential problems, supports users’ further analysis, and even recommends actions based on the generated insights.
An open-source cluster computing platform for real-time processing, Apache Spark is one of the Apache Software Foundation’s most popular projects. It has a great open-source community, and a programming interface, and is now the most active Apache project. This interface ensures implicit data parallelism and fault tolerance.
New versions of Apache Spark continually come out with new features. For Spark, you may select from a variety of package kinds. 2.4.5 is the most recent version, while 3.0.0 is in preview. Companies like Oracle, Hortonworks, Verizon, and Visa use Apache Spark to quickly and easily compute data in real time.
Spark is now used with Kubernetes, Apache Mesos, Hadoop, standalone, and cloud computing. It has high-level APIs in Python, R, Scala, Java, and these four languages, and Spark code can be written in any of them.
When it comes to processing Big Data, Spark’s MLlib – the Machine Learning component – comes in handy. You can consult our Apache Spark Certification Program if you’re seeking an online training course in Apache Spark.
Microsoft makes the business analytics tool Power BI. It offers dynamic visualizations with self-service business intelligence features, allowing end users to build dashboards and reports on their own without any assistance, and was named a leader in the Gartner 2020 Magic Quadrant for the 13th consecutive year.
The following products are offered by Power BI:
- Power BI Desktop
- Power BI Pro
- Power BI Premium
- Power BI Mobile
- Power BI Embedded
- Power BI Report Server
The features that each of these items offers set them apart from one another. A few of them are only available for free for a limited time before you must purchase the licensed versions.
Power BI is being used by multinational corporations like Adobe, Heathrow, Worldsmart, and GE Healthcare to get the most out of their data.
For customers to analyze data, link data, and safeguard data across different Office platforms, Power BI has recently developed solutions like Azure + Power BI and Office 365 + Power BI. You can consult our Power BI Certification if you’re seeking an online Power BI training course.
Sahiti Kappagantula (2022). Top 10 Data Analytics Tools You Need To Know In 2023. https://www.edureka.co/blog/top-10-data-analytics-tools/
BAW (2022). How Academic Help Providers Save the Students’ Future? https://bestassignmentwriter.co.uk/blog/how-academic-help-providers-save-the-students-future/