10 Best Data Analytics Tools To Master Right Now

Let’s get our mind boggled by the numbers. The amount of data had reached 64.2 zettabytes by 2020. It is expected to reach more than 180 zettabytes by 2025. Today's market demands qualified data analysts who can extract insights from the mountain of data. In this article, we will delve into some of the best data analytics tools that you will be able to master after completing top Data Analytics courses and certifications. The best data analytics tools can help you become a master in this profession. So let’s five in.

Now Before diving in, if you are worried about breaking the bank, never fear!

There are both free and paid certification courses available. You can opt for

Free Data Analytics courses and certifications and Free Data Analysis courses and certifications. We got you covered. Now let’s learn about some of these best data analytics tools.

Splunk

This data analytics software is a search, analysis, and visualisation tool for machine-generated data acquired from apps, websites, and other sources. Splunk has evolved products in numerous domains such as DevOps, IT, Security, and Analytics after being recognised as a Visionary in Gartner's 2020 Magic Quadrant for APM.

Products

• Splunk Free

• Splunk Enterprise

• Splunk Cloud

These three products differ in terms of the number of features they provide and are all downloadable with a free trial. Splunk products have pricing choices that include infrastructure-based pricing, predictive pricing, and quick adoption packages.

Companies using

Splunk is used by 92 of the Fortune 100 organisations to uncover processes and correlate data in real-time. Companies like Dominos, Lenovo, Splunk, Otto Group, Intel, and so on.

Recent Advancements/ Features

Splunk aims to bring data to every part of your organisation by assisting teams in using Splunk to avoid and anticipate issues whilsts monitoring experience, identify and diagnose problems with clarity, explore and visualize business processes, and streamline the entire security stack, according to the Splunk official website.

Also Read: Top Data analytics bootcamp courses to pursue right now!

Talend

This data analytics software is a strong data integration ETL application that is built in the Eclipse graphical programming environment. This tool, which has been rated a Leader in Gartner's Magic Quadrant for Data Integration Technologies and Data Quality Tools 2019, allows you to simply manage all of the processes in the ETL process and seeks to offer compliant, accessible, and clean data to everyone.

Products

Talend comes with the following five products:

• Talend Open Source

• Stitch Data Loader

• Talend Pipeline Designer

• Talend Cloud Data Integration

• Talend Data Fabric

There are a few that are fully free, a few that are free for 14 days, and a few that are licensed. The capabilities and pricing options of each of these goods vary.

Companies using

Talend is used from small startups to major corporations like ABInBev, AstraZeneca, EuroNext, and ALDO, to make key choices.

Recent Advancements/ Features

By preserving data quality, delivering Big Data integration, cloud API services, data preparation, and offering Stitch Data Loader and Data Catalog, Talend is the only platform that offers complete and clean data when you need it.

Talend has recently accelerated the move to the lakehouse paradigm and the path to data intelligence. In addition, Microsoft Azure Marketplace offers the Talend Cloud.

Also Read: 15+ Courses for Learning Data Mining

QlikView

This data analytics software is a data visualisation, data analytics, and self-service BI tool. It seeks to accelerate corporate value through data by providing capabilities such as Data Integration, Data Literacy, and Data Analytics, and was recognised a leader in Gartner Magic Quadrant 2020 for BI systems and Analytics.

Products

QlikView offers a number of data analytics, data integration, and developer platform products and services, some of which are offered for a 30-day free trial.

Companies using

QlikView is trusted by more than 50,000 clients globally, including Samsung, NHS, CISCO and KitchenAid.

Recent Advancements/ Features

QlikView recently released Qlik Alerting for Qlik Sense®, an intelligent alerting platform that assists businesses in handling exceptions, notifying users of potential issues, assisting users in further analysis, and prompting actions based on the obtained insights.

Also Read: 15+ Google Data Studio Courses Online That Will Help You Learn Data Analysis

Apache Spark

One of the best big data analytics tools, Apache Spark is an open-source cluster computing platform for real-time processing that is one of the Apache Software Foundation's most successful projects. This data analytics software has a terrific open-source community and a programming interface, and it is now the most active Apache project. Implicit data parallelism and Fault tolerance are ensured via this interface.

Products

Apache Spark is constantly being updated with new features making it one of the top big data analytics tools. You can also select from a variety of Spark package kinds. 2.4.5 is the most recent version, while 3.0.0 is in beta.

Companies using

Oracle, Hortonworks, Verizon, and Visa are just a few of the companies that use Apache Spark for real-time data computation.

Recent Advancements/ Features

• Spark now runs on Hadoop, Kubernetes, Apache Mesos, and the cloud.

• It supports Java, Scala, Python for data analysis. You can use these four languages to write Spark code.

• When it comes to Big Data processing, Spark's MLlib - the Machine Learning component is useful, thus making Apache Spark rank high in big data analytics tools.

Also Read: 10 Best Online Data Analysis Certification Courses

Power BI

This data analytics software is a business intelligence and analytics tool. It provides interactive visualizations with self-service business intelligence and analytics features, allowing end users to produce dashboards and reports without having to rely on anyone. It was named a leader in the Gartner 2020 Magic Quadrant for the 13th consecutive year.

Products

Power BI provides the following products:

• Power BI Desktop

• Power BI Pro

• Power BI Premium

• Power BI Mobile

• Power BI Embedded

• Power BI Report Server

The functionalities supplied by each of these goods differ. A few of them are free for a limited time, after which you must purchase the licenced versions.

Companies using

Multinational companies like Adobe, GE Healthcare, Heathrow and Worldsmart use Power BI to extract valuable information from their data.

Recent Advancements/ Features

Power BI has recently released solutions such as Azure + Power BI and Office 365 + Power BI to assist users in analyzing, connecting, and protecting data across several Office platforms.

Also Read: Top 40 Questions and Answers for Data Analyst Interviews

KNIME

KNIME (Konstanz Information Miner) is a free and open-source data analytics, reporting, and integration tool designed for analytics using a GUI-based workflow.

KNIME provides the following two software:

• KNIME Analytics Platform — An open-source platform for cleaning and gathering data, making reusable components available to anyone, and creating Data Science workflows.

• Enterprises utilize KNIME Server to implement Data Science workflows, manage teams, and automate processes.

Companies using

KNime helps companies like Novartis, Deutsche Telekom, Siemens, and Continental make sense of their data and gain actionable insights.

Recent Advancements/ Features

To use KNIME and generate insights, you don't need any prior programming skills. You can work on everything from data collection to model creation to deployment and manufacturing.

Also Read: What Does a Data Analyst Do - A Complete Guide

RapidMiner

This data analytics software is a platform for data processing, constructing Machine Learning models, and deployment that was awarded a Visionary in the 2020 Gartner Magic Quadrant for Machine Learning and Data Science Platforms.

Data Science Training

The products of RapidMiner are as follows:

• Studio

• GO

• Server

• Radoop

• Real-Time Scoring

All these products have sub-versions which differ by features offered by them and pricing options.

Companies using

RapidMiner is used by companies including BMW, Hewlett Packard Enterprise, EZCater, and Sanofi for data processing and machine learning models.

Recent Advancements/ Features

RapidMiner 9.6 was recently released, expanding the platform to include full-time developers and BI users. It's an end-to-end Data Science platform that allows for Machine Learning, model operations and data preparation.

Also Read: Business Analytics vs Data Analytics

Tableau

This data analytics software is a popular Business Intelligence and analytics tool for evaluating and visualizing data in a simple way. Being a leader in Gartner's Magic Quadrant for 2020 Tableau allows you to work on a live data set for the eighth year in a row, allowing you to focus more time on data analysis rather than on data wrangling.

Products

Tableau Product Family include the following:

• Tableau Desktop

• Tableau Online

• Tableau Server

• Tableau Public

• Tableau Reader

Tableau Public is a free Tableau application for creating visualizations, but you must save your worksheets/workbooks to the Tableau Server, which anybody can view.

Companies using

Tableau is used by multinational companies like Citibank, Deloitte, Skype, and Audi to visualize data and provide actionable insights.

Recent Advancements/ Features

Tableau is coming up with frequent updates to provide users with the following:

• Ease of Use

• Explore any data

• Fast Analytics

• Smart Dashboards

• Update Automatically

• Publish a dashboard and share it live on the web and on mobile devices.

If you are looking for an online training program in Tableau, you can refer to our Tableau

Microsoft Excel

Microsoft Excel is a tool that can help you better understand your data. Microsoft Excel, being one of the best Data Analytics tools, offers users options such as sharing workbooks, working on the latest edition for real-time collaboration, and adding data to Excel directly from a photo, among others.

Products

Microsoft Excel offers products in the following three categories:

• For Enterprises

• For Home

• For Business

A few versions are free for one month. All of these products come in a variety of versions that range in terms of functionality and pricing.

Companies using

Almost every company uses Microsoft Excel on a regular basis to extract useful data insights. McDonald's, IKEA, and Marriott are a few well-known brands.

Recent Advancements/ Features

The most recent developments differ depending on the platform. The following are some of the most recent advances in the Windows platform:

• Workbook Statistics allows you to get a glimpse of your workbook.

• Free backdrops and high-quality stock photos may add flair to your documents.

R and Python for data analysis are the most used programming languages. Python is a high-level, interpreted language with a simple syntax and dynamic semantics, whereas R is an open-source programme used for Statistics and Analytics.

Conclusion

In an era when 2.5 quintillion bytes of data are generated every day, data plays a critical role in business decision-making.

Now that you have gone through the best Data Analytics tools, you might be wondering about what other awesome opportunities there are. You can look into paid / free online courses. Take a look at some of the best degrees, diplomas, certification courses.

• Online Certification Courses

• Online Degree and Diploma Courses

• Online Free Courses and Certifications

• View list of all Online Courses and Certifications

• Online Short Term Courses and Certifications

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