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Best practices
Resources on data best practices from the humans behind Fabi.ai
Best practices – 10 minute read
Business intelligence and data analytics: Overview and where to get started
BI and data analytics are close cousins but do have their differences. In this article we explore their definitions and the pros and cons of each to help guide in your decision.
February 28, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 11 minute read
What makes manually cleaning data challenging? And the best alternatives
Data cleaning is the first step of making good use of any data. However, it has its challenges. In this post we explore the challenges and best alternatives.
February 21, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 9 minute read
Best AI Python code generator tools: 5 top options for data analysis
In this article we explore the different reasons to consider Python for code generation and the top 5 tools in 2025 depending on your use case.
February 18, 2025
Lei Tang
CTO @ Fabi.ai
Best practices – 8 minute read
Best AI tools for data analysis in 2026
AI can be a force multiplier for data analysis and finding the right tool is critical. In this article we explore the best AI tools for data analysis in the enterprise.
February 10, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 7 minute read
A new frontier: Data exploration in the age of AI
Discover how AI is transforming data exploration practices, from traditional analysis to instant insights. Learn key tools and techniques for modern data analytics.
February 3, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 15 minute read
What is EDA? Understanding exploratory data analysis for better insights
Learn essential EDA methods, tools, and best practices. Discover how AI transforms data analysis with practical examples, code, and expert tips for better insights.
January 23, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 12 minute read
Plotly vs matplotlib: A quick comparison with visual guides
When considering Python charting libraries, when should you use Matplotlib vs Plotly? In this article we compare the two and discuss the pros and cons of each.
January 22, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
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