Palash Panja: Machine learning and data analytics for geoscience applications

New channel MIT Earth Resources Laboratory: title sample judged 'whole' (Nearly all long uploads are genuine expert technical seminars on geoscience/energy research methods, fitting Lumen's bar); passed a second screen for sellers/exam-prep/re-uploads; 3 of 3 sampled transcripts showed teaching, 0 not; every title checked strictly; oEmbed verified.