Useful resources

Machine Learning:

• Machine Learning textbooks

NLP Notes:

• Statistical NLP notes by Prof Michael Collins

Academia:

• Advice on research and career 

• Advice for Ph.D. students

• 10 Tips for PhD applications

• Academic Writing

• Effective meeting with advisors

• Feedback from advisees

• Writing papers using LaTeX

• On pursuing a Ph.D.

• Writing a research statement for a postdoc fellowship

• Tips on Interviewing

• Many topics 

• PhD advice

• Balancing Teaching & Research by Prof Emily Bender

• Postdoc exclusive

• Writing a Motivation Letter

• Resources for Applying to Post-Graduate Psychology Research Positions

• Resources by Prof Jin Goh

• Letters to Young Scientists

Drafting a recommendation letter for postdoc for a professor:

• https://career.berkeley.edu/grad-students-postdocs/academic-job-search/letters-of-recommendation-for-grad-students-postdocs/

• https://www.mrc-cbu.cam.ac.uk/documents/equality/HHMI_WriteReference.pdf

• https://www.ascb.org/files/0507wicb.pdf

• https://www.ascb.org/files/0505wicb.pdf

Linguistics:

• https://linguistlist.org/

• https://lingthusiasm.com/episodes