
This learning plan is designed for professionals looking to transition into or advance within the technology sector, particularly in software development and AI. It's ideal for career changers, traditional IT professionals seeking to modernize their skillset, or anyone wanting to understand and leverage the technologies shaping the future of work. The progression from foundational programming to cutting-edge AI ensures you build both the core competencies and specialized knowledge needed in today's tech-driven economy.
This plan was crafted by BeFreed’s proprietary AI to help you learn Expand IT skills in dev, programming & AI with ease. It is curated from in-depth research on the topic and structured around the most effective learning journeys proven by BeFreed users.
Each episode delivers bite-sized, high-impact lessons distilled from world-class sources — bestselling books, research papers, and expert insights. Together, they form a sophisticated yet accessible path to mastering Expand IT skills in dev, programming & AI.
Build a solid foundation in programming with Python, learning essential concepts and syntax that apply across all languages. Master the fundamentals that every developer needs to know.
Elevate your coding craft by mastering clean code principles, refactoring techniques, and software engineering best practices used at top tech companies. Learn to write maintainable, scalable code that teams love to work with.


Dive into the world of artificial intelligence and machine learning. Understand how AI works, explore neural networks, and gain hands-on experience building ML models with modern frameworks.


Master cutting-edge AI technologies including neural networks, large language models, and AI agents. Explore how modern AI systems work under the hood and their real-world applications.





From Columbia University alumni built in San Francisco
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From Columbia University alumni built in San Francisco
