Educational resources for self-learners
Derek Banas
A prominent YouTube content creator known for his comprehensive and fast-paced programming tutorials, covering a wide variety of languages and technical topics. He is highly regarded for delivering accessible, practical, and up-to-date tutorials.
Simplilearn
A leading online educational platform offering comprehensive training in data science, AI, cloud computing, and other technology and business fields through self-paced courses, live virtual classes, and bootcamps.
Intellipaat
The Intellipaat YouTube channel is dedicated to providing comprehensive educational content in technology fields, primarily focusing on artificial intelligence (AI), machine learning, data science, cloud computing, software development, and other trending tech domains.
Intellipaat
Intellipaat is a global online professional training provider specializing in industry-designed certification programs that focus on preparing professionals for high-demand fields such as Big Data, Data Science, Artificial Intelligence, Analytics, Cloud Computing, DevOps, Machine Learning, and similar modern technologies. They offer over 150 certification courses delivered via live virtual classrooms and self-paced modules, with an emphasis on hands-on learning through industry-relevant projects and real-world case studies.
Edureka
Edureka is an online training provider specializing in professional education across various technology domains, including data science, cloud computing, and DevOps. They offer instructor-led courses, certification programs, and comprehensive e-learning content.
freeCodeCamp.org
The freeCodeCamp.org YouTube channel is a leading educational platform focused on providing long, in-depth technical courses primarily in programming and software development. The channel features content created both by the freeCodeCamp.org team and collaborations with other YouTube creators. Its core content includes comprehensive tutorials and full-length courses covering a wide range of topics such as HTML, CSS, JavaScript, Python, data structures, algorithms, as well as specialized tools and domains. The channel is recognized for its highly detailed instruction—many videos span several hours, aiming to offer thorough coverage of each subject. With more than 1,000 courses and over 10 million subscribers, freeCodeCamp.org serves as a major resource for learners seeking to build foundational and advanced coding skills for free, appealing to both beginners and experienced developers seeking to expand their knowledge.
freeCodeCamp.org
freeCodeCamp.org is a nonprofit educational organization dedicated to making coding and software development education accessible to everyone, entirely for free. They offer a wide range of high-quality learning resources, including interactive coding lessons, project assignments, articles, and full-length YouTube programming courses covering HTML, CSS, JavaScript, Python, and more.
University of Michigan - Michigan Online
The University of Michigan is a leading provider of high-quality online courses through its dedicated platform, Michigan Online. The university offers over 280 courses and series across a wide range of subjects, delivered by top faculty and in partnership with platforms such as Coursera, edX, and FutureLearn. Learners can access self-paced courses, professional certificates, short video collections, and even fully online or hybrid degrees. Most online courses feature open enrollment with flexible pacing, and many are available for free, with options to earn verified certificates. Michigan Online also hosts innovative learning experiences like the Teach-Out Series™, short events focusing on timely public topics.
The Friendly Statistician
A YouTube channel dedicated to making statistics and data analysis accessible and engaging for a wide audience. It covers fundamental statistical concepts, data analysis techniques, and applied use cases across diverse fields.
Professor Steve Brunton
Associate Professor of Mechanical Engineering at the University of Washington, specializing in machine learning, data science, and dynamical systems. Co-author of three textbooks and creator of the popular YouTube channel "eigensteve," where he provides educational content on data science, mathematics, and engineering.
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