Best of Data Science — March 2025

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   Article

   Daily Dose of Data Science | Avi Chawla | Substack·1y

   12 Powerful Tools For AI Agents

   A comprehensive guide listing 12 powerful tools included in the CrewAI framework for building AI agents. The tools range from file reading and writing, code interpreting, and web scraping to advanced functionalities like RAG-powered searches and natural language to SQL conversion. Additionally, the post highlights a full crash course on AI agents, covering everything from fundamentals to production optimization.

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   Article

   Daily Dose of Data Science | Avi Chawla | Substack·1y

   Time Complexity of 10 ML Algorithms

   Understanding the run-time complexity of machine learning algorithms is essential for efficient model implementation. Popular algorithms like SVM and t-SNE have limitations with large datasets due to their cubic and quadratic time complexities, respectively. Accurate knowledge of these complexities helps in selecting the right algorithm and optimizing performance.

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3. 3
   Article

   Product Hunt·1y

   Streamoku - Streamlit hosting made simple

   Streamoku simplifies the deployment of Streamlit apps with features like one-click deployment, global scalability, and flexible privacy options, allowing users to focus on data science while Streamoku manages the infrastructure.

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   Article

   Lobsters·1y

   Making sure you're not a bot!

   The post reports the completion of a task in 445 milliseconds, taking 3,009,490 iterations.

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   Article

   freeCodeCamp·1y

   How to Extract YouTube Analytics Data and Analyze in Python

   Learn how to export data from YouTube Analytics into Python for advanced analysis and visualization. The guide covers tools like Jupyter Notebook, and libraries including Pandas, Seaborn, and Matplotlib. It also delves into correlation and audience retention analysis, providing insights for data-driven content creation decisions.

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