Level up your skills: 7 free programming courses from world-class experts
Want to improve your programming skills and become an expert in your field? We’ve compiled a selection of free courses from top universities and companies that will help you deepen your knowledge in areas such as web development, machine learning, and data science. Discover cutting-edge educational resources and prepare for new challenges in the IT world.
Author - Mansur Ismagulov
The Tech AI
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Courses from leading organizations are presented: CS50 (Harvard, 3 months), Google IT Automation with Python (Google, 6 months), IBM Data Science Professional Certificate (IBM, 6 months), Meta Android Developer Professional Certificate (Meta, 6 months), Machine Learning (Stanford, 4 months), Learn to Program: The Fundamentals and Crafting Quality Code (Toronto, 3 weeks), and Fundamentals of Deep Learning for Computer Vision (NVIDIA, 2 months). The programs cover algorithms, C, Python, SQL, web development, automation, data science, Android development in Java, machine learning, and deep learning for computer vision.
Harvard University — CS50: Introduction to Computer Science
One of the most renowned introductory computer science courses from Harvard University offers a deep dive into the fundamentals of computer science. It covers algorithms, data structures, programming in C, Python, SQL, JavaScript, as well as web development with HTML/CSS. It is suitable for beginners and those looking to strengthen their knowledge. To reinforce the material, there are practical projects and assignments.
Duration: 3 months
Google — Google IT Automation with Python
The program from Google is designed to teach IT process automation using Python. The course includes learning the basics of programming, working with Git version control systems, task automation, script creation, and interacting with APIs. This course is particularly useful for those who want to master automation skills to improve efficiency in IT.
Duration: 6 months
IBM — IBM Data Science Professional Certificate
A comprehensive program from IBM covering all key aspects of data science, including the basics of Python programming, data analysis and visualization, machine learning, and working with SQL databases. During the course, participants will learn how to use libraries such as Pandas, Matplotlib, and Scikit-Learn, as well as master the creation and deployment of machine learning models.
Duration: 6 months
Meta — Meta Android Developer Professional Certificate
A specialized course from Meta designed to teach developers how to create Android applications using Java. Participants will learn the basics of the Android SDK, work with user interfaces, databases, and network requests, and explore best practices for mobile app development.
Duration: 6 months
Stanford University — Machine Learning
A machine learning course from Stanford University, covering linear and logistic regression, neural networks, clustering, and recommendation systems. Excellent for those who are already familiar with the basics and want to deepen their knowledge of algorithms and data modeling.
Duration: 4 months
University of Toronto — Learn to Program: The Fundamentals and Crafting Quality Code
A specialization for advanced users, covering advanced programming concepts in Python, including object-oriented programming, testing, and code debugging. It examines best practices in development and design.
Duration: 3 weeks
NVIDIA — Fundamentals of Deep Learning for Computer Vision
The course from NVIDIA teaches the creation and deployment of deep neural networks for computer vision tasks. It covers model training, optimization, network architectures, and their use in real-world applications. It is suitable for those who are already familiar with the basics of deep learning and want to deepen their skills in computer vision.
Duration: 2 months
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