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Updated in [April 29th, 2023]
This course is designed to provide learners with an introduction to version control using Git. Learners will gain an understanding of the importance of version control when working on data science projects and explore how to use Git to track files, compare differences, modify and save files, undo changes, and allow collaborative development through the use of branches. Learners will gain an introduction to the structure of a repository, how to create new repositories and clone existing ones, and how Git stores data. Through working through typical data science tasks, learners will gain the skills to handle conflicting files.
[Applications]
After completing this course, learners can apply their knowledge of Git to their data science projects. They can use Git to track changes, compare differences, modify and save files, undo changes, and collaborate with colleagues using branches. Learners can also use Git to create new repositories and clone existing ones, and understand how Git stores data. With these skills, learners can confidently manage their data science projects with version control.
[Career Paths]
1. Data Scientist: Data Scientists use Git to track changes in their data sets and collaborate with colleagues. They use version control to compare different versions of their data sets, modify and save files, and undo changes. Data Scientists also use Git to create new repositories and clone existing ones. With the increasing demand for data-driven decision making, Data Scientists are in high demand and the role is expected to continue to grow.
2. Software Developer: Software Developers use Git to track changes in their code and collaborate with colleagues. They use version control to compare different versions of their code, modify and save files, and undo changes. Software Developers also use Git to create new repositories and clone existing ones. With the increasing demand for software development, Software Developers are in high demand and the role is expected to continue to grow.
3. DevOps Engineer: DevOps Engineers use Git to track changes in their code and collaborate with colleagues. They use version control to compare different versions of their code, modify and save files, and undo changes. DevOps Engineers also use Git to create new repositories and clone existing ones. With the increasing demand for automation and cloud-based solutions, DevOps Engineers are in high demand and the role is expected to continue to grow.
4. System Administrator: System Administrators use Git to track changes in their systems and collaborate with colleagues. They use version control to compare different versions of their systems, modify and save files, and undo changes. System Administrators also use Git to create new repositories and clone existing ones. With the increasing demand for system administration, System Administrators are in high demand and the role is expected to continue to grow.
[Education Paths]
1. Bachelor of Science in Computer Science: A Bachelor of Science in Computer Science is a great degree path for learners interested in Git. This degree will provide learners with a comprehensive understanding of computer science fundamentals, such as algorithms, data structures, and software engineering. Additionally, learners will gain an understanding of the principles of computer systems, including operating systems, computer architecture, and computer networks. With this degree, learners will be able to develop the skills necessary to use Git for version control and collaborate with colleagues.
2. Master of Science in Data Science: A Master of Science in Data Science is a great degree path for learners interested in Git. This degree will provide learners with a comprehensive understanding of data science fundamentals, such as data mining, machine learning, and data visualization. Additionally, learners will gain an understanding of the principles of data engineering, including data storage, data analysis, and data security. With this degree, learners will be able to develop the skills necessary to use Git for version control and collaborate with colleagues.
3. Bachelor of Science in Information Technology: A Bachelor of Science in Information Technology is a great degree path for learners interested in Git. This degree will provide learners with a comprehensive understanding of information technology fundamentals, such as programming, database management, and web development. Additionally, learners will gain an understanding of the principles of network security, including authentication, encryption, and access control. With this degree, learners will be able to develop the skills necessary to use Git for version control and collaborate with colleagues.
4. Master of Science in Software Engineering: A Master of Science in Software Engineering is a great degree path for learners interested in Git. This degree will provide learners with a comprehensive understanding of software engineering fundamentals, such as software design, software testing, and software architecture. Additionally, learners will gain an understanding of the principles of software development, including software project management, software quality assurance, and software maintenance. With this degree, learners will be able to develop the skills necessary to use Git for version control and collaborate with colleagues.
The development trends for these degree paths are focused on the use of modern technologies, such as cloud computing, artificial intelligence, and machine learning. Additionally, there is an emphasis on developing skills in data science, software engineering, and information technology. As the world becomes increasingly digital, these degree paths will become increasingly important for learners interested in using Git for version control and collaborating with colleagues.