Top 7 AI Analytics Tools for Big Data [Free]

1. KNIME

KNIME is a free AI analytics tool that can help businesses analyze data and get valuable insights from it. It offers a wide range of data analysis, including records planning, visualization, device orientation, preprocessing, etc. There’s a no-code environment specially designed for data analysts to focus deeply on the methodology and intent of their analysis.

Key Features:

• Connect to multiple data sources
• Interactive data analysis
• Interactive Data Cleaning and Enrichment

Pricing: It offers a free plan for individuals and a paid plan starting from $285/month.

2. Microsoft Power BI

Microsoft Power BI is another popular and trusted AI analytics tool. It offers an interactive dashboard, data visualization, and reporting option, which makes the data analysis process easier. It allows organizations to analyze data from multiple sources. Microsoft Power BI comes with advanced analytics capabilities to analyze and get valuable insights.

Key Features:

• Smart dashboard
• Advanced Reporting
• Allow integration with other Microsoft products

Pricing: It offers a free version and paid plan starting from $9.99 per user/month.

3. QlikView

QlikView is an advanced BI tool that allows businesses to store raw data and analyze and display meaningful insights. It’s fast, responsive, and capable of analyzing large complex datasets to get valuable information and showcase via visualization charts, graphs, tables, etc. It can help users understand the data from multiple perspectives across all data.

Key Features:

• In-memory storage technology support
• Unique data discovery and global search
• Interactive guided analysis

Pricing: It offers a free plan with limited features and premium plans starts from $20 per user /month.

4. Microsoft Azure Machine Learning

Microsoft Azure Machine Learning is another in our list of top AI analytics tools. It’s a cloud-based tool that offers different processing activities for raw data. It helps data scientists, engineers, and machine learning experts use data processing skills and help businesses find valuable insights to make data-driven decisions.

Key Features:

• Automated machine learning
• No-code environment for building ML models
• Predefined and Custom ML Pipelines

Pricing: It offers a free version with limited options and custom pricing to pay for what you use.

5. RapidMiner

RapidMiner is one of the powerful AI analytics tools that help data analysts analyze large datasets. It is recommended for data mining and data analysis tasks. It offers building data pipelines, creating predictive models, doing ML experiments, and much more. It allows users to analyze any form of data, including texts, photos, and audio files.

Key Features:

• Build data and ML workflows
• Process and display real-time data
• Easy integration with multiple database warehouses

Pricing: There’s a free version available, and it’s paid plans starting from $95/month with advanced features.

6. Google Cloud AutoML

Google Cloud AutoML is an interactive analytical tool that helps data scientists and developers analyze datasets, create and deploy custom ML models, and help businesses scale. The ML workflow contains all four stages, including data preprocessing, feature engineering, creating models, and deploying models. It enhances the focus on scalability.

Key Features:

• End-to-End AutoML model preparation
• Activity Dashboard
• Predictive Modeling

Pricing: It offers free credits to access the tool and has a pay-as-you-go pricing structure.

7. IBM Watson Analytics

IBM Watson Analytics is a cloud-based data analysis platform that allows users to analyze data using natural language processes. Users can import data from multiple sources to perform tasks like data preparation, cleaning tasks, and advanced analytics. It’s one of the best AI analtics tools for finding insights and making data-driven decisions.

Key Features:

• Customizable interactive dashboard
• Natural language understanding
• Automate predictive analytics

Pricing: It offers a free version and its paid plans starting from $825 for five users/month.

Data is the most valuable part of any organization. It can help their businesses grow in today’s competitive world and enhance customer satisfaction. However, it depends on how useful data is analyzed, and insights are found.

As we’re stepping into evolving technologies, AI is transforming the way organizations analyze their data. Instead of traditional time-consuming data analysis, AI can make the data analyzing process much easier. It can help businesses find the most meaningful insights to make data-driven decisions.

This is where AI analytics tools are a great solution for organizations to analyze and find meaningful insights into the data. However, there are thousands of AI analytics tools available in the market. Then which one is best?

So, we’ve picked the top 7 free AI analytics tools that are known for their unique features and benefits. But first, we understand the role of AI in big data and how it’s beneficial.