- No prior programming experience required
Audience
- Data scientists
- IT professionals
Google Colab is a free, cloud-based platform that allows users to write and execute Python code in a web-based, interactive environment.
This instructor-led, live training (online or onsite) is aimed at beginner-level data scientists and IT professionals who wish to learn the basics of data science using Google Colab.
By the end of this training, participants will be able to:
- Set up and navigate Google Colab.
- Write and execute basic Python code.
- Import and handle datasets.
- Create visualizations using Python libraries.
Format of the Course
- Interactive lecture and discussion.
- Lots of exercises and practice.
- Hands-on implementation in a live-lab environment.
Course Customization Options
- To request a customized training for this course, please contact us to arrange.
Introduction to Google Colab
- Overview of Google Colab
- Setting up Google Colab
- Navigating the Google Colab Interface
Getting Started with Google Colab
- Creating and Managing Notebooks
- Basic Operations
- Using Markdown for Documentation
Introduction to Python Programming
- Python Basics
- Control Structures
- Functions and Modules
Working with Libraries in Google Colab
- Introduction to Popular Libraries
- Installing and Importing Libraries
Importing and Handling Datasets
- Loading Data into Google Colab
- Basic Data Handling
Data Visualization
- Introduction to Data Visualization
- Creating Plots with Matplotlib
Collaborative Features
- Collaborating in Google Colab
- Real-time Collaboration
Tips and Best Practices
- Efficient Use of Google Colab
- Best Practices in Data Science Projects
Summary and Next Steps
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