Resource of free step by step video how to guides to get you started with machine learning.
Monday, May 27, 2019
Learn Physics Fast
Learn Physics Fast
I've compiled a 2 month Physics curriculum using free resources from across the Internet. Physics helped us build modern civilization. It's used extensively in computer engineering, quantum computing, and across many Scientific disciplines. Learning Physics helps hone your ability to think critically about the nature of reality, and this helps elevate your consciousness. In this video, I'll explain my curriculum and guide you through my process. Enjoy!
Curriculum for this video:
https://github.com/llSourcell/Learn_Physics_in_2_Months
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Edit * - i mispronounced Leonard, oops!
Week 1 Math Review
https://www.souravsengupta.com/cds2016/lectures/Savov_Notes.pdf
https://www.youtube.com/watch?v=kjBOesZCoqc&index=1&list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
http://tutorial.math.lamar.edu/pdf/Calculus_Cheat_Sheet_All.pdf
https://www.youtube.com/playlist?list=PLZHQObOWTQDMsr9K-rj53DwVRMYO3t5Yr
https://static1.squarespace.com/static/54bf3241e4b0f0d81bf7ff36/t/55e9494fe4b011aed10e48e5/1441352015658/probability_cheatsheet.pdf
http://web.mit.edu/~csvoss/Public/usabo/stats_handout.pdf
Week 2 Classical Mechanics
Lectures https://www.youtube.com/watch?v=ApUFtLCrU90&list=PL47F408D36D4CF129
Study Guide http://www.maths.liv.ac.uk/TheorPhys/people/staff/jgracey/math228/formula.pdf
Final Exam http://galileo.phys.virginia.edu/classes/321.jvn.fall02/Fin2002s.pdf
Week 3 Statistical Mechanics
Lectures https://www.youtube.com/watch?v=D1RzvXDXyqA&t=619s
Study Guide https://pdfs.semanticscholar.org/a4d6/cd309dd005c4e30c8a4dbe3ed4c377de32ec.pdf
Final Exam http://www.phys.ttu.edu/~cmyles/Phys5305/Exams/Phys5305%20Final%20Exam%20Spring2009.PDF
Week 4 Electromagnetism
Lectures https://www.youtube.com/watch?v=x1-SibwIPM4&list=PLyQSN7X0ro2314mKyUiOILaOC2hk6Pc3j&index=2
Study Guide http://www.phys.nthu.edu.tw/~thschang/notes/EM02.pdf
Final Exam http://web.mit.edu/8.02/www/Spring02/exams/final-sol4.pdf
Month 2
Week 5 Particle Physics
Lectures https://www.coursera.org/learn/particle-physics
Study Guide https://www.nikhef.nl/~i93/Master/PP1/2011/Lectures/Lecture.pdf
Final Exam http://hitoshi.berkeley.edu/129A/final-sol.pdf
Week 6 Theory of Relativity
Lectures https://www.youtube.com/watch?v=JRZgW1YjCKk&list=PLXLSbKIMm0kh6XsMSCEMnM02kEoW_8x-f
Study Guide https://arxiv.org/pdf/gr-qc/9712019.pdf
Final Exam https://courses.physics.ucsd.edu/2015/Winter/physics225b/hw4-sols.pdf
Week 7 Quantum Mechanics
Lectures https://www.youtube.com/watch?v=ZcpwnozMh2U https://www.edx.org/course/quantum-mechanics-everyone-georgetownx-phyx-008-01x
Study Guide https://ocw.mit.edu/courses/physics/8-04-quantum-physics-i-spring-2013/lecture-notes/MIT8_04S13_Lec01.pdf
Final Exam http://www.physics.rutgers.edu/~haule/501/sol_final_2015.pdf
Week 8 Quantum Field Theory
Lectures https://www.youtube.com/watch?v=IGHvf9BwkDY&list=PLbMVogVj5nJQ3slQodXQ5cSEtcp4HbNFc
Study Guide https://web.physics.ucsb.edu/~mark/ms-qft-DRAFT.pdf- Final Exam http://www-personal.umich.edu/~jbourj/peskin/Quantum%20Field%20Theory%20II%20homeworks.pdf
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