Data Science & Developer Roadmaps with Free Learning Resources

Introducing Roadmaps

With so many learning resources availbale at your fingertips, it's easy to get lost. To help you out, we created ‘Roadmaps’ - interactive diagrams showing you the subjects you should study and the technologies that you would want to adopt to become a Data Scientist, Machine Learning Engineer or Software Developer.

You can now talk with our roadmaps. Really! Click on any the boxes and a sidebar will open that provides you with AI-powered explanations and recommended learning resources. When you have a question about any of the topics just chat with our bot. 

Git - Versiom ControlSemantinc VersioningKeep a ChangelogNotebooksGitHubGitLabJupyter NotebookGoogle CollabKaggle NotebooksProject DeploymentAWSAzureGCPHerokuRead PapersZeta AlphaPapers with CodeChoose yourPATH!Data ScientistML EngineerDeep LearningPython EngineerData EngineerJava EngineerMLOps EngineerData Analyst(Coming soon!)Tech Career Basic RequirementsGetting DataData structures(Basic) Web-scrapingAPIsAI toolsCopilotLLMsCommercial (OpenAI, Anthropic)Open-source (HuggingFace)Fundamentals start here!