📄 文章列表

188 篇文章
TDS

The Gini Coefficient: From Lorenz Curves to Model Evaluation

✅ completed ⭐ ★★★★★★ 2025-09-30
TDS

How to Classify Lung Cancer Subtype from DNA Copy Numbers Using PyTorch

✅ completed ⭐ ★★★★★★ 2025-10-17
TDS

Multiple Linear Regression Explained Simply (Part 1)

✅ completed ⭐ ★★★★★★ 2025-10-23
TDS

Agentic AI from First Principles: Reflection

✅ completed ⭐ ★★★★★★ 2025-10-24
TDS

Building a Geospatial Lakehouse with Open Source and Databricks

✅ completed ⭐ ★★★★★★ 2025-10-25
TDS

Building a Monitoring System That Actually Works

✅ completed ⭐ ★★★★★★ 2025-10-27
TDS

Build LLM Agents Faster with Datapizza AI

✅ completed ⭐ ★★★★★★ 2025-10-30
TDS

From Classical Models to AI: Forecasting Humidity for Energy and Water Efficiency in Data Centers

✅ completed ⭐ ★★★★★★ 2025-11-02
TDS

NumPy for Absolute Beginners: A Project-Based Approach to Data Analysis

✅ completed ⭐ ★★★★★★ 2025-11-04
TDS

The Absolute Beginner’s Guide to Pandas DataFrames

✅ completed ⭐ ★★★★★★ 2025-11-17
TDS

PyTorch Tutorial for Beginners: Build a Multiple Regression Model from Scratch

✅ completed ⭐ ★★★★★★ 2025-11-19
TDS

Why I’m Making the Switch to marimo Notebooks

✅ completed ⭐ ★★★★★★ 2025-11-20
TDS

Modern DataFrames in Python: A Hands-On Tutorial with Polars and DuckDB

✅ completed ⭐ ★★★★★★ 2025-11-21
TDS

I Cleaned a Messy CSV File Using Pandas .  Here’s the Exact Process I Follow Every Time.

✅ completed ⭐ ★★★★★★ 2025-11-26
TDS

How to Use Simple Data Contracts in Python for Data Scientists

✅ completed ⭐ ★★★★★★ 2025-12-02
TDS

Bootstrap a Data Lakehouse in an Afternoon

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

Build and Deploy Your First Supply Chain App in 20 Minutes

✅ completed ⭐ ★★★★★★ 2025-12-04
TDS

7 Pandas Performance Tricks Every Data Scientist Should Know

✅ completed ⭐ ★★★★★★ 2025-12-11
TDS

Spectral Community Detection in Clinical Knowledge Graphs

✅ completed ⭐ ★★★★★★ 2025-12-12
TDS

EDA in Public (Part 1): Cleaning and Exploring Sales Data with Pandas

✅ completed ⭐ ★★★★★★ 2025-12-12