CodeFriends vs. Cybrary vs. Python vs. Train in Data Comparison Chart

Hands-on experiences to gain real-world skills. Guided career paths and role-based learning. Industry certification courses with practice tests. Dedicated mentors and professional networking. Cybrary is the fastest growing, fastest-moving catalog in the industry. By working with an elite community of instructors, experts, and thought leaders, as well as cutting edge hands-on learning providers, we deliver relevant and high-quality content that is accessible anytime, anywhere. Hands-on learning experiences provide the most engaging and effective way to learn real-world concepts and skills that you need to be successful. We build and aggregate over 1,000 secure, browser-based virtual labs, practice tests, and assessments in fields such as cybersecurity, IT, cloud technologies, data science, and more. Prepare for in-demand industry certifications with courses, virtual labs, and practice tests tied directly to the exam’s learning objectives.

Train in Data is your go-to online school for mastering machine learning. We offer intermediate and advanced courses in Python programming, data science and machine learning, taught by industry experts with extensive experience in developing, optimizing, and deploying machine learning models in enterprise production environments. We focus on building a solid, intuitive grasp of machine learning concepts, backed by hands-on Python coding to make sure you can actually apply what you learn. Our approach? Simple: learn the theory, understand the why behind it, then get coding. We give you the complete package—theory, coding, and troubleshooting skills—so you can confidently handle real-world projects from start to finish.