Learn GOOGLE-COLAB with Real Code Examples

Start with Python basics in a notebook

Learn data analysis with pandas and NumPy

Explore visualization with matplotlib/seaborn

Train ML models using TensorFlow or PyTorch

Share and collaborate on notebooks

Week 1: Python syntax and basic operations

Week 2: Data manipulation with pandas/NumPy

Week 3: Data visualization and plotting

Week 4: Build ML models with GPU acceleration

Week 5: Collaborate, share, and optimize notebooks

What is Google Colab and how does it work?

How does Colab provide GPU/TPU access?

What file storage options exist in Colab?

How do you share and collaborate on notebooks?

What are the limitations of Google Colab?

import pandas as pd - dataframes

import numpy as np - numerical arrays

import matplotlib.pyplot as plt - plotting

!pip install package_name - install Python packages

%timeit - measure execution time of code

from google.colab import drive - access Google Drive

Python Data Science Handbook

Deep Learning with Python

Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow

Data Science from Scratch

Practical Deep Learning for Cloud, Mobile, and Edge

Getting Started with Google Colab

Python Data Analysis in Colab

Deep Learning with TensorFlow and Colab

Using GPUs and TPUs in Colab

Collaborating and Sharing Notebooks

https://colab.research.google.com/notebooks/intro.ipynb

https://research.google.com/colaboratory/

Google Colab Help Forum

Stack Overflow Colab Tag

Reddit r/MachineLearning

GitHub repositories with Colab examples

Official Google Colab Documentation

Google Colab community forum

Stack Overflow Python and Colab tags

Reddit r/MachineLearning and r/Python

GitHub repositories with Colab notebooks

Official Colab documentation