Adventures in Machine Learning

10 Top Tools for Business Analytics in 2021

The Importance of Data Analysis for Businesses

In today’s digital age, businesses face unprecedented amounts of data. The sheer volume of data generated by various internal and external sources can overwhelm any organization.

The sheer volume can make it difficult to make informed business decisions. Business analytics, data systems, data warehouses, business intelligence, Cloud adoption, social media, insights, and competitive advantage are some of the primary keywords that come to mind when discussing the importance of data analysis in business.

Data analytics is a powerful tool that can help businesses understand the market, their competition, and their customers better. By analyzing data, businesses can make informed decisions, measure their success, and identify areas where they can improve performance.

Data analysis can help businesses identify trends, patterns, and relationships that would otherwise be difficult, if not impossible, to detect. By analyzing this information, businesses can better understand their operations and optimize their strategies.

Business Analysts: The Key to Better Insights and Business Decisions

Business analysts play a critical role in helping businesses make informed decisions based on data insights. They work closely with stakeholders from across the organization to identify business needs and requirements.

Business analysts collect, analyze, and interpret data to provide insights that help organizations optimize their operations and drive growth. Business analysts need to have a deep understanding of industry requirements and business processes.

They must know how to communicate effectively, ask the right questions, and identify pain points. They must also be able to analyze data to draw conclusions that have a direct impact on the business.

With their expertise in data analytics, business analysts play a crucial role in helping organizations make informed decisions. According to PayScale, the average salary for a business analyst is $66,000 per year, with the potential to earn up to $98,000 per year with experience.

Basic Skills for Succeeding as a Business Analyst

There are a variety of skills that business analysts must possess to excel in their role. Here are some of the most basic skills that business analysts need:

Understanding Business Needs and Requirements

Business analysts must have a deep understanding of their organization’s business needs and requirements. They need to know what the organization wants to achieve and how it plans to achieve it.

Business analysts must be able to identify gaps between current business operations and the desired outcomes. By understanding business needs and requirements, business analysts can help organizations optimize their operations and improve performance.

Using Databases and SQL

Databases are the backbone of data analysis. Business analysts must be comfortable working with databases and have a sound understanding of SQL.

SQL (Structured Query Language) is a programming language used to manipulate and manage data stored in a database. By understanding SQL, business analysts can retrieve and manipulate data, making it easier to draw meaningful insights.

Data Collection, Storage, Retrieval, and Manipulation

Business analysts must be well-versed in data collection, storage, retrieval, and manipulation. They must know how to identify relevant data sources and extract data from them.

They must also know how to store large amounts of data efficiently and securely. Retrieval and manipulation allow analysts to retrieve and manipulate data, make it easier to draw meaningful insights.

Data Visualizations

Data visualization is the process of presenting data in a visual format, such as charts, graphs, and tables. Business analysts must know how to visualize data to communicate insights effectively.

Effective data visualization can help stakeholders understand complex data and make informed decisions. In conclusion, data analysis is a critical aspect of modern business operations.

Businesses that can effectively analyze data can make informed decisions, optimize performance, and maintain a competitive edge. Business analysts play a crucial role in providing insights that organizations need to optimize their operations.

By equipping themselves with the basic skills, business analysts can help organizations make informed decisions based on meaningful insights. Business analytics has become an essential aspect of modern business operations.

With increasing amounts of data, businesses need tools to help them collect, store, analyze, and visualize it effectively. The field of business analytics offers a range of tools that businesses can use to gain meaningful insights from their data.

Here are ten of the top tools for business analytics:

Microsoft Power BI

Microsoft Power BI is a data analysis and visualization tool that enables businesses to connect to data from various sources, such as Excel spreadsheets, CRM databases, and social media platforms. It has robust features for data analysis and data visualization, making it easy for businesses to draw insights from complex data sets.

Microsoft Power BI has been named a leader in Gartner’s Magic Quadrant for Business Intelligence and Analytics Platforms for the fourth consecutive year.

Tableau

Tableau is a data visualization tool that enables businesses to create interactive dashboards, graphs, maps, and charts to visualize data. Businesses can connect to various data sources, including SQL databases and cloud-based platforms, to create compelling visual representations of their data.

Tableau has a user-friendly interface and pricing options suitable for businesses of any size.

Qlik

Qlik is a data integration and analytics platform that enables businesses to extract insights from large, complex data sets. Its patented associative data indexing technology enables users to search and analyze data in real-time, making it a versatile tool for businesses with large amounts of data.

Qlik also offers data literacy training to help users gain the necessary skills to work with and draw insights from complex data sets.

Domo

Domo is a cloud-based platform that provides end-to-end data integration and analytics capabilities.

Domo enables businesses to connect to various data sources, create custom reports, and visualize data using dashboards and other visualization tools.

Its data integration capabilities enable businesses to clean, transform, and migrate data from various sources, making it easier to draw insights from complex data sets.

Oracle Analytics Cloud

Oracle Analytics Cloud (OAC) is a cloud-based data analytics platform that leverages machine learning and AI features to provide insights from data. OAC enables businesses to connect to various data sources, such as SQL databases or cloud-based platforms, to create visualizations and dashboards.

Businesses can leverage OAC’s natural language processing capabilities to ask complex questions and receive insights in real-time.

Looker

Looker is a cloud-based business intelligence platform that integrates with Google Cloud to provide data analytics capabilities.

Looker can connect to various data sources, create data models, and provide collaboration tools that enable stakeholders to share insights and work with data.

Looker’s pricing model is flexible, making it viable for businesses of any size.

Tibco Spotfire

Tibco Spotfire is an advanced analytics platform that enables businesses to create predictive and prescriptive models using Python and other programming languages. Its user-friendly interface enables businesses to analyze complex data sets and generate insights quickly.

Tibco Spotfire also offers collaborations tools that enable stakeholders to share insights and work with data.

SAS Visual Analytics

SAS Visual Analytics is a data visualization tool that enables businesses to extract insights from large, complex data sets. It is built on a cloud and microservices platform, providing scalability and ease of use.

SAS Visual Analytics can also perform tasks such as sentiment analysis, making it a versatile tool for businesses.

Apache Spark

Apache Spark is an open-source, distributed computing engine that enables businesses to process large amounts of data in parallel. Its advanced analytics features enable businesses to extract insights from structured and unstructured data sets.

Apache Spark also integrates with various programming languages such as Python, R, and SQL.

IBM Cognos Analytics

IBM Cognos Analytics is a data integration and analytics tool that enables businesses to create custom dashboards, reports, and visualizations. It has a user-friendly interface that enables businesses to connect to various data sources and use drag-and-drop capabilities to create dashboards and reports.

IBM Cognos Analytics also has a mobile app that enables users to access data from anywhere. In conclusion, there are plenty of business analytics tools available that can help organizations collect, store, analyze, and visualize data.

The choice of the analytics tool will depend on the organization’s specific requirements such as data volume, complexity, integration needs, and pricing. By leveraging these tools and their unique capabilities, businesses can make informed decisions based on meaningful insights.

In conclusion, business analytics is a critical aspect of modern business operations that enables organizations to extract meaningful insights from large and complex data sets. With the help of sophisticated analytics tools like

Microsoft Power BI,

Tableau,

Qlik,

Domo,

Oracle Analytics Cloud,

Looker,

Tibco Spotfire,

SAS Visual Analytics,

Apache Spark, and

IBM Cognos Analytics, businesses can quickly identify industry trends, patterns, and insights that can inform strategic decisions.

By leveraging these tools and their unique capabilities, businesses can stay ahead of their competitors and deliver on their business objectives. The key takeaway from this article is that businesses must prioritize data-driven decision-making and invest in the right analytics toolset to gain a competitive advantage.

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