Cloud and machine-learning programs

Two substantial learning programs from the historical portfolio inventory:

• AWS re/Start — completed in 2023; the Credly graduate badge was issued on April 24, 2023. The full-time, classroom-based program covered IT fundamentals, Linux, scripting, core AWS services, and professional skills.
• JuaraGCP & Google Arcade — continuously learned in 2023; This is an event that allowed us to have practical experience in cloud infrastructure and software development across Google Cloud services while earning some mearchindises as well.
• IDCamp Intermediate Machine Learning — December 2023 to January 2024. Scholarship-supported machine-learning training covering applied work across natural-language processing, time series, and image classification, with additional study of reinforcement learning, recommendation systems, and deployment architecture.

Associated projects

• Indian Birds classification model — image-classification experiment from the intermediate machine-learning learning phase.
• BBC News classification model — NLP experiment from the same program.
• Sales prediction time-series model — LSTM forecasting experiment from the same program.

The related AWS certification is recorded separately as AWS Certified Cloud Practitioner. Historical star ratings, project-level scores, and individual outcome claims are intentionally omitted until independently verified.