Top 10 Data Analytics Tools to Master right now

Did you know that every single day, about 2.5 Quintillion bytes of data are being generated? Can you analyze this data with technology from 40 years ago? How about tools from 10 years ago? The answer would be a big no! Mastering the latest Data analytics tools sets you apart. Data analytics is no longer just a process for finding the most efficient route from point A to point B. It is not just about machines sorting out data so you can make decisions. Let’s look at one example: The autopilot modes in Tesla Model S cars and Google cars. Machines are evolving to make much better insights than even humans. It is the dawn of automation. This calls for the development of innovative jobs to handle machines, to handle seamless data in different ways. Being adept at top data analytics tools will make you a professional ready for the changes of tomorrow.
Also Read: Data Analytics certification courses

So in this article, we have made a data analytics tools list. These tools can help you become a top professional. Let’s dive in.

1. Splunk

One of the best data analytics tools in this list, Splunk is a software platform that helps you to search, monitor, analyze, and visualize data collected from different sources. Splunk can capture, index, and correlate real-time data, organize it into a searchable container. Then it can present it in a visually accessible manner (graphs, dashboards, visualization, etc.) This is one of the best data analytics tools which has diverse products in fields such as IT, Security, DevOps, Analytics.

Related articles link - What is data analytics

Products

Here are some of the Splunk products based on their function

Platform

• Splunk Cloud Platform

• Splunk Enterprise

Security

• Splunk Enterprise Security

• Splunk SOAR

Observability

• Splunk Observability Cloud

• Splunk Infrastructure Monitoring

• Splunk Application Performance Monitoring

• Splunk IT Service Intelligence

Top Companies using Splunk

Some of the top customers include Intel, Lenovo, Honda, Zoom, Airbus, Yelp, Dominos, and Otto Group.

Also Read: Data Analysis certification courses

2. Talend

One of the top powerful data integration ETL (Extract Transform and Load) tools in the market, Talend is an open-source software integration platform that allows you to seamlessly manage all the steps involved in the ETL process. Their philosophy is to ensure healthy, clean data so that you have a clean healthy business (i.e. compliant, accessible, and accurate). They cater to a variety of industries such as finance, telecommunications, health care, retails, etc. Their services are also sought out by government bodies.

Some of the core functionalities of this data analytics tool are as follows

• Data integration

• Data analysis (provide accurately, analyzed data for decision making )

• Data integrity and governance

• Application and API integration

• Suitable for cloud, multi-cloud, and hybrid environments

Products

• Talend Data Fabric

• Stitch

Top companies using Talend

Abinbev, Domino’s, Toyota, Lenovo, Citi, AstraZeneca, Metromile, New Castle University, etc.

3. QlikView

One of the best data analytics tools that emphasize the much-needed shift from passive business intelligence to active intelligence, Qlik is an American software company. It offers Data Analytics, Business Intelligence, Data Visualization, etc. The industries that seek its service include Communications, Healthcare, Finance, Retail, Life Sciences, Public Sector, Manufacturing, Tech, Consumer Products, Energy and Utilities, etc.

Products

Qlik offers a plethora of products and services catering to Data Integration, Data Analytics, and Developer platforms, etc. Some of these are:

• Data Services

• Hybrid Data Delivery

• Data Warehouse Automation

• Data Transformation

• Application Automation

• Analytics Services

• Visualization & Dashboards

• Augmented Analytics

• Embedded Analytics

• Alerting and action

Top Companies using Qlik

Some of the top clients include Novartis, Vanguard, Aggreko, Direct relief, Ford, Llyod, NHS, Paypal, Deloitte, etc.

Top Trending Courses & Certifications:

4. Apache Spark

This is a perfect data analytics tool for data analytics, data science, data engineering, machine learning on single-node machines or clusters. Created by the Apache Software Foundation, Apache Spark is a multi-language engine that is open-source and is used for real-time processing. It has an expansive open-source community and a great interface for programming. Apache Spark runs on standalone, in the cloud, Hadoop, Kubernetes, Apache Mesos, etc. It has the ability to provide high-level APIs in Python, R, Java, Scala, etc. When it comes to Big Data processing, Spark’s MLlib (the Machine Learning component) is quite proficient.

Related articles link,

• 15+ Courses for Learning Data Mining
• Top Data analytics bootcamp courses to pursue right now!

Products

Apache Spark has a variety of products each year with new features.

Top Companies using Apache Spark

Some of the companies that use this data analytics tool are Verizon, Oracle, Hortonworks, Visa, etc.

5. Power BI

Part of the Microsoft Power Platform, Power BI is one of the best interactive data analytics tools which is adept at handling business intelligence. This data visualization software provides interactive data visualizations and self-service business intelligence solutions to end-users. This means that they can create dashboards and reports, all by themselves, without needing anyone's help. Take, for example, solutions like Office 365 + Power BI, Azure + Power BI which have immensely helped users in analytics, management, and protection of data across different office platforms.

Products

Some of the top products offered in this line are

• Power BI Desktop

• Power BI Embedded

• Power BI Premium

• Power BI Pro

• Power BI Report Server

• Power BI Mobile

Top Companies using Power BI

Some of the top companies utilizing this tool are GE Healthcare, Adobe, , Worldsmart, Heathrow, etc.

Also Read: Big Data Analytics certification courses

6. KNIME

Konstanz Information Miner (KNIME) is free and open-source data analytics, and integration platform built for analytics on a GUI-based workflow. What makes KNIME stand out from the crowd is that the user does not require previous programming knowledge to use the data analytics tool.

Products

The top software from KNIME is:

• KNIME Analytics Platform – This open-source platform cleans & compiles data and makes it accessible to everyone as well as creates Data Science workflows.

• KNIME Server – The clients can deploy Data Science workflows, team management, as well as automation with the help of this platform.

Top Companies using KNIME

One of the best data analytics tools in this article, KNIME has customers all around the world. Some of them are Novartis, Deutsche Telekom, Siemens, Continental, etc.

Related articles link,

• Business Analytics vs Data Analytics
• Data Analytics vs Data Science

7. RapidMiner

Another one of the best data analytics tools in this list, RapidMiner is a great platform for data processing, building, and deploying Machine Learning models. The latest version RapidMiner 9.6 has extended the platform for full-time coders and Business Intelligence professionals. This offers a fully transparent, end-to-end Data Science platform adequate for Machine Learning, data preparation, and model operations. Companies from almost all industries (energy, communication, finance, healthcare, CPG, Retail and E-Commerce, Life sciences, Manufacturing, Travel, Transport and logistics, etc,) employ the services of this platform. The services include Quality Assurance, Churn Prevention, Cognitive RPA, Product Propensity, Quality Assurance

Risk Management, Text Mining, Up- and Cross-Selling, Customer LTV, Customer Segmentation

Demand Forecasting, Fraud Detection, Next Best Action, Price Optimization, Predictive Maintenance

Products

The products of RapidMiner are as follows:

• Studio

• Real-Time Scoring

• Radoop

• GO

• Server

Top companies using RapidMiner

Some of the top companies using this data analytics tool are HP, EZCater, BMW, Sanofi, etc.

Also Read: Data Analysis with R certification courses

8. R and Python

One of the top programming languages in the field of Data Analytics, these have emerged as one of the best data analytics tools for professionals. R - It is used generally for data mining and statistical analysis. You can use it for pattern recognition, development of practical models, software applications that perform statistical analysis, etc. Python - With python, you can develop and manage data structures effortlessly. Take for instance Pandas (an open-source Python package). It offers a variety of tools with which you can analyze, manipulate, as well as represent data structures and complex datasets.

Products

Both are free programming languages. You can easily download both of them from their respective official websites.

Top companies using R and Python

The list goes on. Some of the prominent companies are Google, Firefox use R, ANZ, YouTube, Netflix, Facebook, etc.

Also Read: Machine Learning and Data analytics certification courses

9. Tableau

One of the best data analytics tools for Business Intelligence, Tableau is a visual analytic tool that takes care of the hassle of data analytics. With Tableau the users can work on a live data set. Thus they spend less time on Data Wrangling and more time on Data Analysis. With Tableau, you get faster analytics, better and smarter Dashboards, automatic updates, relative ease of Use, ease of sharing via dashboards, etc.

Products

Some of the top products in the Tableau line are:

• Tableau Desktop

• Tableau Server

• Tableau Online

• Tableau Reader

• Tableau Public

• Tableau Prep

• Tableau CRM

Top companies using Tableau

Some of the top companies benefiting from the services of Tableau are Skype, Audi, Citibank, Deloitte, etc.

10. Microsoft Excel

This list wouldn't be complete without our Microsoft Excel. One of the most popular Data Analytics tools, Excel is simple and efficient for many data analytics uses. The software provides you with features like sharing real-time collaboration, workbooks, direct data addition from photos, etc.

Products

The products offered by MS Excel falls into the following three sections:

• For Home

• For Enterprises

• For Business

Top companies using MS Excel

It is hard to find companies that don’t rely on Excel. To mention some of them: IKEA, Marriot, McDonald’s, etc.

Conclusion

Master these data analytics tools and you are all set to go! These data analytics tools save humanity time and give quality. The ever expanding landscape of data will make these latest ones obsolete soon. And new ones will emerge. The best thing you can do is to keep pace and be updated with the latest data analytics tools. All the best.

Explore Popular Platforms Certification Courses