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Iqbal Rahmadhan

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Iqbal Rahmadhan

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Oct 8, 2024

A Deeper Dive into Odds Ratios Using Logistic Regression

A comprehensive guide on how to extract and explore odds ratios from a Logistic Regression model using Python and Statsmodels with examples

A Deeper Dive into Odds Ratios Using Logistic Regression

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Iqbal Rahmadhan

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Sep 24, 2024

A Deep Dive into Odds Ratio

Understanding, calculating, visualizing, and interpreting odds ratios and their confidence intervals with practical examples in Python.

A Deep Dive into Odds Ratio

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Iqbal Rahmadhan

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May 8, 2023

Exploring Auto ARIMA in Python for Multiple Time Series Forecasting

Forecasting is the process of using historical data to predict future events or trends. It is a critical tool for businesses and…

Exploring Auto ARIMA in Python for Multiple Time Series Forecasting

Iqbal Rahmadhan

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May 23

Hands-On with Agents SDK: Safeguarding Input and Output with Guardrails

A practical exploration of how guardrails safeguard multi-agent systems in Python using OpenAI Agents SDK, Streamlit, and Pydantic

Hands-On with Agents SDK: Safeguarding Input and Output with Guardrails

Iqbal Rahmadhan

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May 23

Hands-On with Agents SDK: Multi-Agent Collaboration

Explore the handoff and agents-as-tools patterns, their use cases, and how to customize them using OpenAI Agents SDK and Streamlit.

Hands-On with Agents SDK: Multi-Agent Collaboration

Iqbal Rahmadhan

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Oct 16, 2025

Hands‑On with Agents SDK: Your First API‑Calling Agent

A practical, beginner‑friendly guide to building an AI weather assistant with Python, OpenAI Agents SDK, API tools, and Streamlit.

Hands‑On with Agents SDK: Your First API‑Calling Agent

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Iqbal Rahmadhan

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Sep 10, 2024

To Care, or Not to Care: Using XmR Charts to Differentiate Signals from Noise in Metrics

A Step-by-Step Guide to Creating and Interpreting XmR Charts for Effective Data Analysis

To Care, or Not to Care: Using XmR Charts to Differentiate Signals from Noise in Metrics

Iqbal Rahmadhan

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Jun 23, 2024

From Keywords to Insights: Extracting and Classifying Short-Text Data with OpenAI API

As a data analyst, working with free-text data can be tough. Large Language Models (LLMs) make it easier to extract insights from this…

From Keywords to Insights: Extracting and Classifying Short-Text Data with OpenAI API

Iqbal Rahmadhan

·

Jan 18, 2023

Melbourne: A Four-Parts Story

We have just returned from Melbourne after a year. Bringing nothing but a number of emotions that redefine me and my wife. In this story I…

Melbourne: A Four-Parts Story

Iqbal Rahmadhan

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Oct 2, 2022

Ecommurz Tweet Analysis: between Layoff and Data Breach

As a human being and a tech employee, getting updates on what is going on in the community is necessary. Especially in the past few months…

Ecommurz Tweet Analysis: between Layoff and Data Breach

Iqbal Rahmadhan

Iqbal Rahmadhan

Data Analyst with 4+ years of experience. Write about data & analytics technical tutorial, and also sharing the learning.

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