A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
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Updated
Jun 2, 2024 - Jupyter Notebook
A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.
Awesome Programming Projects is a collection of curated learning paths spanning diverse topics like programming languages, machine learning, and cybersecurity. It offers comprehensive projects and hands-on labs tailored for learners of all levels, from students to professionals and enthusiasts.
Awesome Programming Courses is a collection of curated learning paths spanning diverse topics like programming languages, machine learning, and cybersecurity. It offers comprehensive courses and hands-on labs tailored for learners of all levels, from students to professionals and enthusiasts.
[React Free Tutorials]-React is a JavaScript library for building user interfaces. It's used by companies like Facebook, Netflix, and Airbnb to create interactive web applications. In this skill tree, you'll learn how to use React to build modern web apps with ease.
[JavaScript Free Tutorials]-JavaScript is a programming language that can be used to create interactive web pages. Every modern web browser has built-in support for JavaScript, so it's easy to get started with this skill tree.
[CSS Free Tutorials]-CSS is a language that describes the style of an HTML document. It's used to make web pages look good and work well on different devices. In this skill tree, you'll learn how to use CSS to style your web pages.
[HTML Free Tutorials]-HTML is a markup language that is used to create web pages. It is the standard markup language used for creating web pages and web applications. HTML stands for Hyper Text Markup Language. HTML describes the structure of a web page semantically and originally included cues for
[Matplotlib Free Tutorials]-Matplotlib is a Python library for creating visualizations of data. It provides a wide range of plotting tools, including line plots, scatter plots, bar charts, histograms, and more. In this skill tree, you'll learn how to use Matplotlib to create basic visualizations of
[scikit-learn Free Tutorials]-scikit-learn is a Python library for machine learning. It provides a wide range of algorithms and tools for data mining and analysis. In this skill tree, you'll learn how to use scikit-learn to build machine learning models in Python.
[NumPy Free Tutorials]-NumPy is a Python library for scientific computing. It provides fast and efficient multidimensional arrays, as well as a large collection of mathematical functions. In this skill tree, you'll learn how to use NumPy to perform basic operations on arrays of data.
[Pandas Free Tutorials]-Pandas is a Python library for data analysis. It provides high-performance, easy-to-use data structures and data analysis tools. In this skill tree, you'll learn how to use Pandas to analyze data in Python.
[Django Free Tutorials]-Django is a Python-based free and open-source web framework, which follows the model-template-view architectural pattern. It is maintained by the Django Software Foundation, an independent organization established as a 501 non-profit.
[OpenCV Free Tutorials]-OpenCV is a library of programming functions mainly aimed at real-time computer vision. Originally developed by Intel, it was later supported by Willow Garage then Itseez. The library is cross-platform and free for use under the open-source BSD license.
[Rust Free Tutorials]-Rust is a modern systems programming language focusing on safety, speed, and concurrency. It is syntactically similar to C++, but is designed to provide better memory safety while maintaining high performance.
[Go Free Tutorials]-Golang is an open-source programming language that makes it easy to build simple, reliable, and efficient software. In this skill tree, you'll learn the fundamentals of the language, including the basics of syntax, an introduction to types, and object-oriented programming in Go.
[MySQL Free Tutorials]-MySQL is an open-source relational database management system (RDBMS). Its name is a combination of "My", the name of co-founder Michael Widenius's daughter, and "SQL", the abbreviation for Structured Query Language.
[C Free Tutorials]-C is a general-purpose, procedural computer programming language supporting structured programming, lexical variable scope, and recursion, with a static type system. By design, C provides constructs that map efficiently to typical machine instructions. It has found lasting use in
[C++ Free Tutorials]-In this path, you will learn and practice basic C++ programming. Then, you will implement C++ image processing, C++Web servers, Markdown parsers, memory pools, and Docker container management tools. By completing all the lab courses in this path, you can be able to implement com
[Hadoop Free Tutorials]-Unlock the power of Hadoop and learn to handle big data across clusters efficiently. Our Skill Tree guides you from Hadoop basics like HDFS and MapReduce to advanced topics such as YARN and Apache Hive. Gain the skills to analyze and manage large datasets, a must-have for any
[Java Free Tutorials]-Java is a general-purpose programming language that is class-based, object-oriented, and designed to have as few implementation dependencies as possible. It is intended to let application developers write once, run anywhere (WORA), meaning that compiled Java code can run on all
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