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Contents
Python for Data Science & Predictive Modeling
01 📘 Overview
02 🛠️ Setup and Installation
03 ⚙️ Core Concepts
04 ⚡ Advanced Concepts
05 📝 Syntax and Variables
06 🔄 Control Flow
07 🎒 Data Structures
08 🎭 Functions and Modules
09 🏗️ Object-Oriented
10 🧰 Python Standard Library
11 🌐 File Handling
12 ⚡ Errors and Debugging
13 📡 Web Development
14 📊 Data Science
15 🧠 Machine Learning and AI
16 🔮 Predictive Modeling
17 🏛️ Databases
Real-World Examples
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Yfinance
Best Practice
F Strings
List function
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Pandas
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Dataframe Tips
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DuckDb Intro
MkDocs
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Overview
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Collapsible Sections
Emoji Guide
Extract
Techniques and tools for extracting financial data.