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The Fabi.ai blog
Query & Theory
Fresh takes on AI-powered data analysis from the humans who build it
Tangible data tips to make life easier.
Best practices – 6 minute read
A new wave: from Big Data to Small Data
The Big Data era is ending. See why powerful local machines and efficient tools mean most companies don't need massive distributed systems for data analysis.
September 27, 2024
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 9 minute read
Best AI for Python code generation: 5 best tools to get started
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
Tutorials – 7 minute read
How to run a Python script: Get started in 2 minutes
3 quick ways to run a Python script in just a few minutes.
February 13, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Tutorials – 15 minute read
Marketing Mix Model: 101 and tutorial
Marketing Mix Models (MMM) are a powerful tool to understand the impact various factors, such as spend by channel, have on sales. In this post we explore MMMs and provide a practical step-by-step guide to building your first model.
February 11, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 8 minute read
Best AI tools for data analysis in 2025
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
Tutorials – 9 minute read
Seaborn heatmaps: Everything you need to get started
Seaborn heatmaps are a powerful visualization tool for storytelling and exploratory data analysis. Learn how to quickly get started with a step-by-step guide and examples.
February 5, 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
Tutorials – 9 minute read
What is ad hoc data analysis? And 4 tips to help manage it
Ad hoc data analysis is a normal part of running a data team. In this article we explore what it is, how to manage it, and tips to improve collaboration and efficiency.
February 2, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Tutorials – 9 minute read
Data pipelines in Python: A quickstart guide with practical tips
Overview of data pipelines and why Python is your best friend. We walk through a practical examples and share tips on tools to help get you started quickly.
January 30, 2025
Marc Dupuis
CEO & Co-Founder @ Fabi.ai
Best practices – 15 minute read
What is exploratory data analysis (EDA): Methods, use cases, and best practices in the age of AI
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
Tutorials – 8 minute read
Tutorial to get you started with Python pandas and CSV files using pd.read_csv()
In this tutorial, we show you how to quickly convert a CSV file to a pandas DataFrame. We also explore more advanced features and alternative options.
January 17, 2025
Lei Tang
CTO @ Fabi.ai
Product news – 6 minute read
Query & Theory Newsletter: January 2025
2025 AI in data predictions & skills to stand out
January 15, 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
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Query & Theory
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