Learn Git and Docker
with
AI Academy
AI Academy
Welcome to the Git and GitHub course for anyone who wants to explore the world of version control and collaborative development! We'll teach you how to track every change in your code and file system so you never lose your creative ideas and insights.
What will we learn on the course?
Lesson
Git Mastery
Master a professional tool to effectively work on projects in a team and manage code versions.
Lesson
How to work in a team
Learn to merge changes and create pull requests.
Lesson
Why version control is useful in machine learning
Discover how Git is useful for managing models and data in the world of machine learning.
Lesson
What are "containers"
Learn how to package applications and their dependencies into lightweight, independent entities for easier work.
Lesson
How to work with Docker
Master Docker, the tool of choice for developers and DevOps professionals to create, run, and manage containers.
What awaits you?
Inspiring Lessons
Each lesson explains Git and Docker concepts step-by-step, from the basics to advanced topics.
Specialization in Machine Learning
We'll show anyone interested in machine learning how to integrate Git into the process of working with data and models.
Practice and projects
Knowledge can be immediately applied in practice in non-standard tasks.
Clear instructions
The course includes instructor videos and detailed command descriptions so that everyone can easily learn the material.
Real world application
You'll learn how Docker is used in modern development, DevOps, and cloud computing.
Сurriculum
Block 1. Git
Block 2. Docker
Total time – 2 hours
10 minutes
Introduction
5 minutes
History of appearance
Module 1
15 minutes
Lesson 1: Installing Git
15 minutes
Lesson 2. Repository and its states
20 minutes
Lesson 3. Initialization
15 minutes
Lesson 4. Advanced commands
Module 2
10 minutes
Lesson 1. Remote repositories
15 minutes
Lesson 2. Pull request
20 minutes
Lesson 3. Merging branches
Total time – 2 hours
5 minutes
The emergence of Docker and its advantages
Module 1
15 minutes
Lesson 1. Installing Docker on your computer
10 minutes
Lesson 2. Containerization Basics
20 minutes
Lesson 3. Creating and launching your first container
Module 2
20 minutes
Lesson 1. What is a Dockerfile and how to eat it
30 minutes
Lesson 2: Advanced dockerfile commands
Conclusion
Last words in the know
Project organizer: Charitable Foundation “Investment to the Future”, OGRN 1157700017518
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