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Curated Data Science Resources

Explore carefully selected data science resources designed to support structured learning, academic study, and practical skill development across key data science domains.

Predictive Analytics with TensorFlow in Python: An End-to-End Guide

Predictive analytics with TensorFlow in Python enables you to turn historical data into accurate future predictions using scalable deep learning models. This guide walks through the full workflow—from data preparation and model training to evaluation and deployment—using practical, real-world examples.

Samul Black

3 days ago13 min read

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Time Series Forecasting: Models, Techniques, and a Hands-On Example in Python

Learn how to apply autoregressive modeling for time series forecasting on the S&P 500 index using Python. Understand patterns, generate predictions, and evaluate model accuracy with hands-on examples.

Samul Black

Jan 1313 min read

AB Testing in Python: A Complete Guide with Implementation

Learn how AB testing works, why it matters, and how to run a complete experiment in Python. This guide walks through core concepts, generating data, running a two-proportion z-test, and interpreting results to make informed product and marketing decisions.

Samul Black

Nov 29, 20255 min read

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