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The Fabi.ai blog
Best practices
Resources on data best practices from the humans behind Fabi.ai
Tangible data tips to make life easier.
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
Best practices – 12 minute read
SQL vs Python: which to use for data analysis
Python vs SQL: which do choose when doing data analysis. We explore the merits of both and which to start with.
January 9, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 8 minute read
4 online SQL and Python AI code generation tools to get you started today
Code generation can help unlock new levels of productivity and efficiency, and can help data practitioners uncover novel insights to help drive the growth of the business. We explore free, online Python code generation tools to help get you started immediately.
December 20, 2024
Lei Tang
CTO @ Fabi.ai
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