This article will help you pick the right software for data analytics, data science, and data mining. It lists the top reasons why you should learn data analytics, followed by differentiating between data analytics, data mining and data science. It then covers some of the most popular software packages used in data mining and data analysis, including Microsoft Excel, SAS Enterprise Miner, RStudio, RapidMiner, Visual Numerics PICOScan, QlikView Designer. The article concludes with the best software for getting started in learning data analytics.
Data analytics software training for people who want to learn about data analytics and build their career in this field. This online training is done by industry experts and constantly updated to ensure liveliness and quality. It is a practical course which provides necessary lessons in both practical and theoretical way. It is specially designed for both beginners and intermediate users.
Splunk
Splunk is a platform used to search, analyze, and visualize the machine-generated data gathered from the 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, Analytics.
Products
- Splunk Free
- Splunk Enterprise
- Splunk Cloud
All these 3 products differ by the bandwidth of the features they offer and are available for free download and trial versions. The pricing options for Splunk products are based on predictive pricing, Infrastructure-based pricing, and also rapid adoption packages.
Companies using
Trusted by 92 out of the Fortune 100, companies such as Dominos, Otto Group, Intel, Lenovo are using Splunk in their day to day practices to discover the processes and correlate data in real-time.
Recent Advancements/ Features
Since almost all the organizations need to deal with data across various divisions, according to Splunk official website Splunk aims to bring data to every part of your organization, by helping teams use 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.
Talend
Talend is one of the most powerful data integration ETL tools available in the market and is developed in the Eclipse graphical development environment. Being named as a Leader in Gartner’s Magic Quadrant for Data Integration Tools and Data Quality tools 2019, this tool lets you easily manage all the steps involved in the ETL process and aims to deliver compliant, accessible and clean data for 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
Out of these, few are completely free, few are free for 14 days and few are licensed. All these products differ in their functionalities and pricing options.
Companies using
Small startups to multinational companies such as ALDO, ABInBev, EuroNext, AstraZeneca are using Talend to make critical decisions.
Recent Advancements/ Features
Talend is the only platform that delivers complete and clean data at the moment you need it by maintaining data quality, providing Big Data integration, cloud API services, Preparing Data, and providing Data Catalog and Stitch Data Loader.
Recently Talend has also accelerated the journey to the lakehouse paradigm and the path to reveal intelligence in data. Not only this but the Talend Cloud is now available in Microsoft Azure Marketplace.
QlikView
QlikView is a Self-Service Business Intelligence, Data Visualization, and Data Analytics tool. Being named a leader in Gartner Magic Quadrant 2020 for Analytics and BI platforms, it aims to accelerate business value through data by providing features such as Data Integration, Data Literacy, and Data Analytics.
Products
QlikView comes with a variety of products and services for Data Integration, Data Analytics, and Developer platforms, out of which few are available for a free trial period of 30 days.
Companies using
Trusted by more than 50,000 customers worldwide few of the top customers of QlikView are CISCO, NHS, KitchenAid, SAMSUNG.
Recent Advancements/ Features
Recently QlikView has launched an intelligent alerting platform Qlik Alerting for Qlik Sense® which helps the organizations handle the exceptions, notify users of potential issues, help users analyze further, and also prompts actions based on the derived insights.
Microsoft Excel
Excel at a glance:
- Type of tool: Spreadsheet software.
- Availability: Commercial.
- Mostly used for: Data wrangling and reporting.
- Pros: Widely-used, with lots of useful functions and plug-ins.
- Cons: Cost, calculation errors, poor at handling big data.
Excel: the world’s best-known spreadsheet software. What’s more, it features calculations and graphing functions that are ideal for data analysis. Whatever your specialism, and no matter what other software you might need, Excel is a staple in the field. Its invaluable built-in features include pivot tables (for sorting or totaling data) and form creation tools. It also has a variety of other functions that streamline data manipulation. For instance, the CONCATENATE function allows you to combine text, numbers, and dates into a single cell. SUMIF lets you create value totals based on variable criteria, and Excel’s search function makes it easy to isolate specific data. It has limitations though. For instance, it runs very slowly with big datasets and tends to approximate large numbers, leading to inaccuracies. Nevertheless, it’s an important and powerful tool, and with many plug-ins available, you can easily bypass Excel’s shortcomings.
Microsoft Power BI
Microsoft Power BI is a top business intelligence platform with support for dozens of data sources. It allows users to create and share reports, visualizations, and dashboards. Users can combine a group of dashboards and reports into a Power BI app for simple distribution. Power BI also allows users to build automated machine learning models and integrates with Azure Machine Learning.
SAP BusinessObjects
SAP BusinessObjects provides a suite of business intelligence applications for data discovery, analysis, and reporting. The tools are aimed at less technical business users, but they’re also capable of performing complex analysis. BusinessObjects integrates with Microsoft Office products, allowing business analysts to quickly go back and forth between applications such as Excel and BusinessObjects reports. It also allows for self-service predictive analytics.
Conclusion
Our data analytics course will walk you through the entire spectrum of building data processing pipelines to analyzing your data with both basic and advanced techniques, all with hands-on workshops. Our learning methods combine videos, articles, quizzes, exercises, and coding projects to make sure you master every single topic. No matter if you are new to data science or already consider yourself an expert, our goal is to provide the best possible learning experience.