The Kitchin Research Group

Over the past few months, I have been making a series of short Python videos on YouTube. You can find the playlist at https://www.youtube.com/playlist?list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62. They are not particularly well organized there, since I make them in the order I feel like, and when I have some spare time, so today I took some time to organize them by some topics here. If you find them useful, please subscribe to the channel and tell your friends about them!

• Basic Python
  • Conditional statements https://www.youtube.com/watch?v=XymPeBMILUY&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=2
  • Membership operators https://www.youtube.com/watch?v=CZstHHjfCHo&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=3
  • Logical operators https://www.youtube.com/watch?v=q-uDWDSF0l8&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=4
  • Comparison operators https://www.youtube.com/watch?v=BayqeeF_iKM&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=5
  • Operator precedence https://www.youtube.com/watch?v=Vy4USf-UVAI&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=19
  • Iteration https://www.youtube.com/watch?v=7rVsD9kT9RM&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=16
  • functions https://www.youtube.com/watch?v=kidVLLHtzbc&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=17
• Math
  • Integration https://www.youtube.com/watch?v=6xAO7te0kdA&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=10
  • polynomials https://www.youtube.com/watch?v=8e1yOKMTP8o&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=11
  • Numpy array broadcasting https://www.youtube.com/watch?v=slWgreHaQNE&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=23
  • Array broadcasting example https://www.youtube.com/watch?v=FXhEKNtvoVs&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=24
• Root finding
  • solving nonlinear functions https://www.youtube.com/watch?v=KeRNoXWs_y0&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=15
  • Newton's method https://www.youtube.com/watch?v=spLsyP-5PF8&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=1
  • Replacing fsolve https://www.youtube.com/watch?v=_1bOzIYcDaA&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=6
  • root failures https://www.youtube.com/watch?v=FaOJxeVfeH4&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=26
• Differential equations
  • first order ODEs https://www.youtube.com/watch?v=4H0Qr-gxMN4&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=14
  • events in ODEs https://www.youtube.com/watch?v=fv_-3ZtYBEo&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=25
  • BVPs https://www.youtube.com/watch?v=vWcRuay1tt4&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=7
• Optimization
  • minimizing a function https://www.youtube.com/watch?v=2HMKU2nHAbE&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=13
  • constrained optimization https://www.youtube.com/watch?v=QKiOm1iqciE&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=12
• Data
  • Using Excel in colab https://www.youtube.com/watch?v=rfcstL5eTbs&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=8
  • Reading data files in colab https://www.youtube.com/watch?v=xf6qprxmBaM&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=21
  • More ways to read data in colab https://www.youtube.com/watch?v=NjRd41QtU14&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=22
  • linear regression https://www.youtube.com/watch?v=ZXSaLcFSOsU&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=20
  • nonlinear regression https://www.youtube.com/watch?v=hbchKAgeDcU&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=18
• Miscellaneous
  • hand written work in Jupyter lab https://www.youtube.com/watch?v=5qCY9Eoeoyo&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=9
  • uncertainty quantification https://www.youtube.com/watch?v=KP-km6XedVg&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=27
  • units in python https://www.youtube.com/watch?v=au5Jwz_STXI&list=PL0sMmOaE_gs2yzwy54kLZk5c1ZH-Nh-62&index=28

Copyright (C) 2021 by John Kitchin. See the License for information about copying.

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