STL

Build a real sentiment analysis application with Python and Hugging Face Transformers. Learn how pretrained NLP models work, run inference locally, interpret confidence scores, process multiple reviews, expose the model through an API, and understand when sentiment models can fail.

Confused about which tech career to choose in 2026? Compare software development, cloud and DevOps, AI and machine learning, data, cybersecurity, and other paths using skills, projects, entry-level opportunities, and long-term career fit.

Learn how to build a developer portfolio when you have little or no professional experience, including which projects to create, what to show, how to write project descriptions, and how to make your portfolio useful for job applications

Follow a practical machine learning roadmap for 2026, covering Python, mathematics, data analysis, machine learning algorithms, deep learning, projects, deployment, and job-ready skills.

Avoid the most common developer resume mistakes and learn how to create a clear, ATS-friendly resume that highlights your technical skills, projects, experience, and achievements.