Google Colab for Data Science & AI using Python
Master Python Programming from Scratch Using Google Colab –Hands-on, Beginner-Friendly, and Practical.
4.94 (109 reviews)
322
students
19.5 hours
content
May 2025
last update
$44.99
regular price
What you will learn
Understand Python fundamentals, including syntax, data types, and control flow.
Work with Google Colab, an online Jupyter-based platform, without the need for local installations.
Store and manipulate data using variables, lists, tuples, dictionaries, and sets.
Make decisions using conditional statements and automate tasks with loops.
Create reusable functions, work with arguments, and explore lambda functions.
Work with classes, objects, inheritance, polymorphism, and encapsulation.
Read, write, and manage text, CSV, and JSON files while handling errors effectively.
Explore NumPy, Pandas, Matplotlib, Seaborn, and Plotly for data manipulation and visualization.
Load, clean, and analyze datasets using Pandas and visualize insights with Matplotlib and Seaborn.
Fetch and process data from external sources using the requests library.
Apply pattern matching for data validation and text processing.
Learn advanced Python concepts for efficient programming.
Understand fundamental concepts, train simple models, and evaluate their performance.
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6471499
udemy ID
18/02/2025
course created date
31/05/2025
course indexed date
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