💻 How I Think Coding Will Go… vs. Reality

Projects: https://amzn.to/4xFOJIJ

Visualize Major USA Cities with Python & Contextily

Want to turn geographic data into a beautiful map with Python?

🗺 With just a few lines of code, you can combine GeoPandas, Shapely, Matplotlib, and Contextily to plot major U.S. cities on a real-world map.

📍 Cities included:

New York
Los Angeles
Chicago

What this project demonstrates

• Creating geographic points with Shapely

• Managing spatial data with GeoPandas

• Converting coordinates to Web Mercator (EPSG:3857)

• Adding OpenStreetMap basemaps with Contextily

• Labeling cities on a geographic visualization

Python for GIS & Spatial Intelligence: amzn.to/3UCfFe1

Python Quiz of the Day

Python Coding Challenge - Question with Answer (ID 090926)

Answer with Explanation: https://www.clcoding.com/2026/09/python-coding-challenge-id-090926.html

Google AI+ is free for students.

Duration: 1 Years

they can claim here.

https://www.clcoding.com/2026/09/google-ai-student-offer-2026-get-google.html

September Data Science Bootcamp

Day 5 is all about Functions in Python — one of the most important concepts for writing clean, reusable, and maintainable code.

Join Free: https://youtube.com/live/1PENRkAmOxg?feature=share

In today’s session, we’ll learn:

What are Python functions?
Defining and calling functions
Parameters and arguments
Return values
Default and keyword arguments
*args and **kwargs
Local vs global variables
Lambda functions
Practical examples for Data Science

Functions help you break complex problems into smaller, reusable pieces — a skill every Data Scientist and Python Developer needs.

Keep learning. Keep coding.

📘 Introduction to Probability for Data Science — Free PDF

Want to build a strong foundation in Data Science, Machine Learning, and AI?

This 691-page book provides a comprehensive introduction to probability with a focus on data science applications. It covers topics including:

• Mathematical foundations
• Probability and conditional probability
• Random variables
• Discrete & continuous distributions
• Joint distributions
• Sample statistics
• Regression
• Estimation
• Confidence intervals & hypothesis testing
• Random processes
• Probability in Machine Learning

Probability is more than formulas — it helps you reason about uncertainty, data, predictions, and real-world outcomes.

📚 691 Pages
🎯 Ideal for Data Science & Machine Learning learners
💻 Free PDF

Read and access the book here:
https://www.clcoding.com/2026/09/introduction-to-probability-for-data.html

🌐 Live Website Status Dashboard

Projects: https://amzn.to/3V6R3dr

🐍 Python Coding Challenge – ID 100926

Can you predict the output before running the code?

Answer with Explanation: https://www.clcoding.com/2026/09/python-coding-challenge-id-100926.html

September Data Science Bootcamp | Day 6 🐍
Exception & File Handling 💻

Join Free: https://youtube.com/live/HTYbKVl2KFU?feature=share

Learn how to write more reliable Python programs with:
🔹 try-except & exception handling
🔹 CSV & JSON files
🔹 File handling basics
🔹 pathlib and file paths

Learn → Practice → Build → Grow 🚀

What can Python do for Chemical Engineering?

Here are 5 powerful Cantera programs to find out!

pip intsall cantera

https://x.com/clcoding/status/2097908878818283957?s=20

Follow @pythonclcoding

PDF → Automatic Metadata Report 📄🐍

Turn a PDF into a quick metadata report with Python.

Python + PDFs = powerful automation. 🚀

https://amzn.to/3UHwa8B

PDF → Automatic Metadata Report 📄🐍

Turn a PDF into a quick metadata report with Python.

Python + PDFs = powerful automation. 🚀

https://amzn.to/3UHwa8B

Differential Geometry — Free PDF

Learn the mathematics of curves, surfaces, manifolds, curvature, geodesics, and tensors with this free Differential Geometry resource.

📘 Topics include:

Curves and surfaces
Tangent vectors and tangent spaces
Curvature and torsion
Geodesics
Riemannian geometry
Differential forms
Manifolds and tensors
Applications in physics and mathematics

Detailed Explanation: https://www.clcoding.com/2026/09/differential-geometry-free-pdf.html

Perfect for mathematics, physics, engineering, and data science students looking to build a stronger foundation in advanced geometry.

Experience is the teacher of all things, while certification is proof of your dedication and expertise. Let’s explore the key points about both:

https://x.com/clcoding/status/2098145738240987425?s=20

Python Quiz of the Day

Python Coding Challenge - Question with Answer (ID 110926)

Answer with Explanation: https://www.clcoding.com/2026/09/python-coding-challenge-id-110926.html

September Data Science Bootcamp | OOP Essentials

We’re LIVE on YouTube!
https://youtube.com/live/SeX9wHN88pE

Join us for an interactive session on Object-Oriented Programming (OOP) in Python.

Today’s focus: Classes, Objects & Constructors
Watch live, learn, practice, and build real Python skills.

https://chat.whatsapp.com/LPxRJGoCr3hIFCu2nrBmHE?s=cl&p=i&mlu=4&ilr=4

BootCamp Group

Interactive Profile Dashboard with Streamlit

Build a personal profile dashboard where users can explore:

Projects: https://amzn.to/4hoi30F

Profile: Name, photo, bio, skills
About: Education, experience, achievements
Skills: Interactive skill bars or charts
Projects: Project cards with GitHub/demo links
Experience: Interactive timeline
Contact: Email and social links
Analytics: Skills, projects, experience, and other profile statistics

Tech Stack: Python + Streamlit + Pandas + Plotly