From: owner-ammf-digest@smoe.org (alt.music.moxy-fruvous digest) To: ammf-digest@smoe.org Subject: alt.music.moxy-fruvous digest V14 #12442 Reply-To: ammf@fruvous.com Sender: owner-ammf-digest@smoe.org Errors-To: owner-ammf-digest@smoe.org Precedence: bulk alt.music.moxy-fruvous digest Wednesday, October 18 2023 Volume 14 : Number 12442 Today's Subjects: ----------------- =?UTF-8?B?UHl0aG9uIFB5dGhvbiBmb3IgRGF0YSBBbmFseXNpcyDYrtmE2KfZh CDYp9mE2YHYqtix?= =?UTF-8?B?2Kkg2YXZhiAyMiDYp9mE2YkgMjYg2KfZg9iq2YjYqNixIDIwMjMg2KfZhNiv 2KfYsSDYp9mE2LnYsdio?= =?UTF-8?B?2YrYqSDZhNmE2KrZhtmF2YrYqSDYp9mE2KfYr9in2LHZitipINmI2KjYqti1 2K/ZitmCINmF2YYg2Yg=?= =?UTF-8?B?2LLYp9ix2Kkg2KfZhNiu2KfYsdis2YrYqSDYp9mE2YLYp9mH2LHYqSDigJMg 2KzZhdmH2YjYsdmK2Kkg?= =?UTF-8?B?2YXYtdixINin2YTYudix2KjZitipINin2Ygg2LnYqNixINiy2YjZiNmFINin 2YTYqti52YTZhSDYp9mE?= =?UTF-8?B?2KfZhNmD2KrYsdmI2YbZiiDZgdmKINit2KfZhCDYqti52LDYsSDYp9mE2LPZ gdixINin2YTZiNi12YEg?= =?UTF-8?B?2YHZiiDYuNmEINmF2Kcg2YbYudmK2LTZhyDYp9mE2KLZhiDZhdmGINir2YjY sdipINmF2LnZhNmI2YU=?= =?UTF-8?B?2KfYqtmK2Kkg2YfYp9im2YTYqdiMINmI2YXYuSDYqtiy2KfZitivINi52K/Y ryDYp9mE2KjZitin2YY=?= =?UTF-8?B?2KfYqiDYp9mE2LbYrtmF2KkgKEJpZyBEYXRhKSDYp9mE2KrZiiDYqtit2KrY p9isINin2YTZhdik2LM=?= =?UTF-8?B?2LPYp9iqINil2YTZiSDZhdi52KfZhNis2KrZh9inINmI2KfZhNiq2LnYp9mF 2YQg2YXYudmH2KfYjCA=?= =?UTF-8?B?2YHZiiDZhdmK2KfYr9mK2YYg2KfZhNio2K3ZiNirINin2YTYudmE2YXZitip INmI2YXYrNin2YTYp9iq?= =?UTF-8?B?INin2YTYp9mC2KrYtdin2K8g2YjYp9mE2YXYrdin2LPYqNipINmI2KfZhNil 2K/Yp9ix2Kkg2YjYutmK?= =?UTF-8?B?2LHZh9inLiDZhNiw2YTZgyDZgdil2YYg2KfZhNit2KfYrNipINmF2KfYs9ip INil2YTZiSDYo9iv2Yg=?= =?UTF-8?B?2KfYqiDZiNiq2YLZhtmK2KfYqiDYpdio2K/Yp9i52YrYqSDYqtiz2KfYudiv INin2YTYpdit2LXYp9im?= =?UTF-8?B?2YrZitmGINmI2KfZhNmF2KrYrti12LXZitmGINmB2Yog2KrYrdmE2YrZhCDY p9mE2KjZitin2YbYp9iq?= =?UTF-8?B?INmI2KrYs9mH2YQg2KfZhNiq2K3ZhNmK2YQg2KfZhNil2K3Ytdin2KbZii4g 2YjZhdmGINmH2YbYpyA=?= =?UTF-8?B?2LjZh9ix2Kog2LnYr9ipINio2LHYp9mF2Kwg2KXYrdi12KfYptmK2Kkg2YXY qti32YjYsQ==?= [] ---------------------------------------------------------------------- Date: Thu, 19 Oct 2023 00:28:10 +0300 From: nour seka Subject: =?UTF-8?B?UHl0aG9uIFB5dGhvbiBmb3IgRGF0YSBBbmFseXNpcyDYrtmE2KfZh CDYp9mE2YHYqtix?= =?UTF-8?B?2Kkg2YXZhiAyMiDYp9mE2YkgMjYg2KfZg9iq2YjYqNixIDIwMjMg2KfZhNiv 2KfYsSDYp9mE2LnYsdio?= =?UTF-8?B?2YrYqSDZhNmE2KrZhtmF2YrYqSDYp9mE2KfYr9in2LHZitipINmI2KjYqti1 2K/ZitmCINmF2YYg2Yg=?= =?UTF-8?B?2LLYp9ix2Kkg2KfZhNiu2KfYsdis2YrYqSDYp9mE2YLYp9mH2LHYqSDigJMg 2KzZhdmH2YjYsdmK2Kkg?= =?UTF-8?B?2YXYtdixINin2YTYudix2KjZitipINin2Ygg2LnYqNixINiy2YjZiNmFINin 2YTYqti52YTZhSDYp9mE?= =?UTF-8?B?2KfZhNmD2KrYsdmI2YbZiiDZgdmKINit2KfZhCDYqti52LDYsSDYp9mE2LPZ gdixINin2YTZiNi12YEg?= =?UTF-8?B?2YHZiiDYuNmEINmF2Kcg2YbYudmK2LTZhyDYp9mE2KLZhiDZhdmGINir2YjY sdipINmF2LnZhNmI2YU=?= =?UTF-8?B?2KfYqtmK2Kkg2YfYp9im2YTYqdiMINmI2YXYuSDYqtiy2KfZitivINi52K/Y ryDYp9mE2KjZitin2YY=?= =?UTF-8?B?2KfYqiDYp9mE2LbYrtmF2KkgKEJpZyBEYXRhKSDYp9mE2KrZiiDYqtit2KrY p9isINin2YTZhdik2LM=?= =?UTF-8?B?2LPYp9iqINil2YTZiSDZhdi52KfZhNis2KrZh9inINmI2KfZhNiq2LnYp9mF 2YQg2YXYudmH2KfYjCA=?= =?UTF-8?B?2YHZiiDZhdmK2KfYr9mK2YYg2KfZhNio2K3ZiNirINin2YTYudmE2YXZitip INmI2YXYrNin2YTYp9iq?= =?UTF-8?B?INin2YTYp9mC2KrYtdin2K8g2YjYp9mE2YXYrdin2LPYqNipINmI2KfZhNil 2K/Yp9ix2Kkg2YjYutmK?= =?UTF-8?B?2LHZh9inLiDZhNiw2YTZgyDZgdil2YYg2KfZhNit2KfYrNipINmF2KfYs9ip INil2YTZiSDYo9iv2Yg=?= =?UTF-8?B?2KfYqiDZiNiq2YLZhtmK2KfYqiDYpdio2K/Yp9i52YrYqSDYqtiz2KfYudiv INin2YTYpdit2LXYp9im?= =?UTF-8?B?2YrZitmGINmI2KfZhNmF2KrYrti12LXZitmGINmB2Yog2KrYrdmE2YrZhCDY p9mE2KjZitin2YbYp9iq?= =?UTF-8?B?INmI2KrYs9mH2YQg2KfZhNiq2K3ZhNmK2YQg2KfZhNil2K3Ytdin2KbZii4g 2YjZhdmGINmH2YbYpyA=?= =?UTF-8?B?2LjZh9ix2Kog2LnYr9ipINio2LHYp9mF2Kwg2KXYrdi12KfYptmK2Kkg2YXY qti32YjYsQ==?= X'YX(Y X'YX'X* X(X'X3X*X.X/X'Y* Python * *Python for Data Analysis* X.YX'Y X'YYX*X1X) YY 22 X'YY 26 X'YX*YX(X1 2023 X'YX/X'X1 X'YX9X1X(Y X) YYX*YYY X) X'YX'X/X'X1Y X) YX(X*X5X/Y Y YY YX2X'X1X) X'YX.X'X1X,Y X) X'YYX'YX1X) b X,YYYX1Y X) YX5X1 X'YX9X1X(Y X) X'Y X9X(X1 X2YYY X'YX*X9YY X'YX'YYX*X1YYY YY X-X'Y X*X9X0X1 X'YX3YX1 X'YYX5Y YY X8Y YX' YX9Y X4Y X'YX"Y YY X+YX1X) YX9YYYX'X*Y X) YX'X&YX)X YYX9 X*X2X'Y X/ X9X/X/ X'YX(Y X'YX'X* X'YX6X.YX) (Big Data) X'YX*Y X*X-X*X'X, X'YYX$X3X3X'X* X%YY YX9X'YX,X*YX' YX'YX*X9X'YY YX9YX'X YY YY X'X/Y Y X'YX(X-YX+ X'YX9YYY X) YYX,X'YX'X* X'YX'YX*X5X'X/ YX'YYX-X'X3X(X) YX'YX%X/X'X1X) YX:Y X1YX'. YX0YY YX%Y X'YX-X'X,X) YX'X3X) X%YY X#X/YX'X* YX*YYY X'X* X%X(X/X'X9Y X) X*X3X'X9X/ X'YX%X-X5X'X&Y Y Y YX'YYX*X.X5X5Y Y YY X*X-YY Y X'YX(Y X'YX'X* YX*X3YY X'YX*X-YY Y X'YX%X-X5X'X&Y . YYY YYX' X8YX1X* X9X/X) X(X1X'YX, X%X-X5X'X&Y X) YX*X7YX1X) X(X:Y X) X'YYX3X'YYX) YY X'YYX5YY X%YY X#X/Y X'YYX*X'X&X, X(X3X1X9X) YX3YYYX). YYY X#YY X'YX"YY X'X* X'YX*Y X*X5X'X9X/X* YY X'YX"YYX) X'YX#X.Y X1X) YX:X) X'YX(X1YX,X) X(X'Y X+YY Python YX'YX*Y X#X6X-X* X*X3X*X9YY X(YX+X'YX) YY X'YX*X-YY Y X'YX%X-X5X'X&Y YY X'YX(X-X+ X'YX9YYY . YYY X'YX*Y YX*YX'YYYX' YY YX0Y X'YX/YX1X). - - YX-X'YX1 X'YX/YX1X): X#X3X'X3Y X'X* X(X'Y X+YY b" X'YX9YYY X'X* X'YX-X3X'X(Y X) X'YX(X3Y X7X) b" X'YYX*X:Y X1X'X* YX#YYX'X9YX' X'YYYX'X&Y (Lists) b" X*X9X1Y Y X'YYYX'X&Y b" X'YX4X'X! X'YYYX'X&Y b" X'YX4X'X! X'YYYX'X&Y X'YYX*X/X'X.YX) b" X'YX9YYY X'X* X9YY X'YYYX'X&Y (X'YX*X9X/Y Y-X'YX-X0Y-X'YX'X6X'YX)) X'YX/YX'YX X'YYX-X/X'X* YX'YX-X2Y (Functions, Packages, and modules ) b" X*X9X1Y Y X'YX/YX'Y b" X'X3X*X.X/X'Y X'YX/YX'Y X'YX,X'YX2X) b" X*X5YY Y X'YX/YX'Y YX'YX*X9X'YY YX9YX' b" X'X3X*X/X9X'X! X'YYX-X/X'X* YX'YX-X2Y X'YX,X'YX2X) X-X2YX) NumPy b" X*X9X1Y Y X(X'YX-X2YX) YX#YYY X*YX' b" X*X7X(Y Y X(X9X6 X'YX#YX+YX) X'YX9YYY X) b" X'YX9YYY X'X* X9YY YX5YYYX'X* X'Y NumPy b" X*X7X(Y Y X'YX9YYY X'X* X'YX'X-X5X'X&Y X) X(X'X3X*X.X/X'YYX' X-X2YX) Pandas b" X*X9X1Y Y X(X'YX-X2YX) YX#YYY X*YX' YY YX,X'Y X*X-YY Y X'YX(Y X'YX'X* b" YX1X'X!X) YYYX'X* X'Y CSV YX'Y Excel b" X'X,X1X'X! X9YYY X'X* X'YX*X,YY X9 YX'YX*X5YY Y X(X'X3X*X.X/X'Y pandas b" X'X,X1X'X! X'YX*YX'X1Y X1 X'YX'X-X5X'X&Y X) YYX*X'X(X*YX' X9YY YYY Excel X'YX1X3YY X'YX(Y X'YY X) (X9X1X6 X'YX(Y X'YX'X* YX*X5YX1YX') b" X*X9X1Y Y X'YX1X3YY X'YX(Y X'YY X) b" X'YYX'X9 X'YX1X3YY X'YX(Y X'YY X) b" X'YX*X9X'YY YX9 X'YX1X3YY X'YX(Y X'YY X) YX*X9X/Y YYX' - X'YYX3X*YX/YYYY YY X'YX/YX1X)X 1- YX-YYY X'YX(Y X'YX'X* 2- X'YYX-YYY Y X'YYX'YY Y Y 3- YX-YYY X'YX*X3YY Y 4- X#X.X5X'X&Y Y Y X'YX(Y X'YX'X* 5- X'YYX1X'YX(X) YX'YX*YY Y Y YX'YYX3X'X&YX) 6- X'YYYX'X1X/ X'YX(X4X1Y X) 7- YX9X/YYY X'YX*YX'X1Y X1 8- X'YX(X'X-X+Y Y YX7YX(X) X'YX/X1X'X3X'X* X'YX9YY X' - X'YYX.X7X7 X'YX2YYY YYX/YX1X)X - - YX/X) X'YX/YX1X): 6 X#Y X'Y YX*X*X'YY X) (X(YX9X/Y 3 X3X'X9X'X*Y Y YYY X'Y ) - - X'YX*YYY X*: (X(X'YX'X*YX'Y YX9 X'YYX*X/X1X(Y Y) - - X*X'X1Y X. X(X/X! X'YX/YX1X): X9YX/ X'YX*YX'Y X'YX9X/X/ (Y X*Y X%X(YX'X: X'YYX3X,YY Y X9Y X7X1Y Y X'YYX'X*X3 X#X() - - YX:X) X'YX*X/X1Y X(: X'YX9X1X(Y X) - - X7X1Y YX) X'YX*X/X1Y X(: Online - - X4YX'X/X) X'YX/YX1X): X3X*X-X5Y YY YYX'Y X) X'YX/YX1X) X9YY X4YX'X/X) YX9X*YX/X) YY X'YYX$X3X3X). YX*X7YX(X'X* X'YX/YX1X) X*X*YY X2 X'YYX'X/X) X'YX9YYY X) X'YYX9X7X'X) X(X#YYX' X3X*YYY X3YX3YX) YYX*X1X'X(X7X) YYX1Y X'Y YX0YYY X*X*X7YX( X'YYX'X/X) YX*X'X(X9X) YX3X*YX1X) X.YX'Y X'YYX-X'X6X1X'X* X#YYX' X(Y X#YY YYYX9 X'YX*X1X'YY YX'YYX/X1X) X9YY X'YYX5YY YX#X9YY X'X3X*YX'X/X) YYYYX) YX'YYX/X1X) X9YY X*X,X'YX2 X'YX'X.X*X(X'X1 YX-Y X'YYX3X'X&Y X'YX*YX'X9YY X) X'YX/YX1Y X) X6YY X'YYX3X'Y. X%X6X'YX) X'YY X,YX'X2 X-X'X3YX( X(YYX'X5YX'X* X(X3Y X7X) YYX3X*YY YX(X*X/X& X(X'YYX:X) X'YX'YYYY X2Y . b" YX*X#YY X/ YX4X'X1YX*YY X'YX4YX'X/X) X'YYX0YYX1X) X'X9YX'Y Y X1X,Y X'YX*YX1Y X(YX1X'X3YX*YX' YX'X*X3 X'X( X9YY 00201062992510 - 00201096841626 b" b" X"YYY Y X'Y X*X5YYX' X*X1X4Y X-X'X*YY YY X'YX1X( YYX* YYYY YX'X,X1X'X! X'YYX'X2Y . b" YX*YX6YYX' X(YX(YY YX'X&Y X'YX'X-X*X1X'Y YX'YX*YX/Y X1 . X4YX'X/X'X*YX' X'YYYYY X) X'YYX9X*YX/X) X'YYYX9YX/X) X.YX'Y X'YX*YX(X1 2023 X4YX'X/X) X'X/X'X1X) X'YX'YX*X'X, YX'YX*X.X2Y Y X'YYX9X*YX/X) - CPIM X'YX4YX'X/X) X'YYX9X*YX/X) YY X'YX.X/YX'X* X'YYYX,X3X*Y X) YX'YYYY YX'YX*YX2Y X9 - CLTD X'YX4YX'X/X) X'YYYYY X) YX#X.X5X'X&Y X'YX6X1Y X(X) X'YYX6X'YX) X4YX'X/X) YX/Y X1 X'YYX.X'X7X1 X'YYX'YY X) - FRM X4YX'X/X) X'X3X'X3Y X'X* X'YX*X3YY Y X'YX1YYY YX-X*X1Y YX9X*YX/ YY X'X/X'X1X) X'YX*YX1Y X/ X4YX'X/X) YX/Y X1 YX9X*YX/ - CM X4YX'X/X) X'YYX/YY X'YX/X'X.YY X'YYX9X*YX/ X4YX'X/X) X'YYX-X'X3X( X'YYX'YYYY X'YYX9X*YX/ X4YX'X/X) X'X/X'X1X) X'YYYX'YX( X'YYX9X*YX/ - TMCP X4YX'X/X) YX-X*X1Y YYX'X1X/ X'YX(X4X1Y X) X4YX'X/X) YYYYYX'X&X/ X'X3X*X1X'X*Y X,Y YX9X*YX/ YX-X*X1Y X'X/X'X1X) X'YYX.X'X7X1 YX/Y X1 YX4X1YX9 YX9X*YX/ X4YX'X/X) X'YYX9X'Y X1 X'YX/YYY X) YX'X9X/X'X/ X'YX*YX'X1Y X1 X'YYX'YY X) X'YX4YX'X/X) X'YYYYY X) YY X(X7X'YX) X'YX'X/X'X! X'YYX*YX'X2Y X(X1YX'YX, X4YX'X/X) X'X/X'X1X) X'YX*X:Y Y YYYYX1 X4YX'X/X) YX-X*X1Y X'YX'X/X'X1X) X'YX'X3X*X1X'X*Y X,YYYYYYYY X) X4YX'X/X) X'YX'X3X3 X'YYYY X) YX*YYY Y X'YX4X1YYYYYYYYYYX'X* X4YX'X/X) YX-YY YX'YY YX9X*YX/ X4YX'X/X) YX/YY YX8Y YX9YYYX'X* YX9X*YX/ X4YX'X/X) YX-X*X1Y X*X-YY Y X'YX'X9YX'Y X'YYX9X*YX/ X4YX'X/X) X'YY YX8Y X'YYX9YYYX'X* X'YYX9X*YX/ X4YX'X/X) X'YX'X.X5X'X&Y X'YYX9X*YX/ YY X,YX/X) X'YX1X9X'Y X) X'YX5X-Y X) X4YX'X/X) YX-X*X1Y YX9X*YX/ X'X/X'X1X) YX.X'X7X1 X'YX1X9X'Y X) X'YX5X-Y X) X4YX'X/Y YX9X*YX/X) YY X'YX5YYYYYYYYYYX-X) X'YX9X'YX) X4YX'X/X) YX/Y X1 X7X(Y YX9X*YX/ - -- bYYX/ X*YYY X* YX0Y X'YX1X3X'YX) YX#YY YX4X*X1Y YY X'YYX,YYX9X) "YX9X'YY X'X*" YY YX,YYX9X'X* Google. YX%YX:X'X! X'YX'X4X*X1X'Y YY YX0Y X'YYX,YYX9X) YX%Y YX'Y X*YYY X1X3X'X&Y X'YX%YYX*X1YYY X) YYYX'X X#X1X3Y X1X3X'YX) X%YYX*X1YYY X) X%YY 0nourseka9+unsubscribe@googlegroups.com. YX9X1X6 YX0Y X'YYYX'YX4X) X9YY X'YYY X(X X'YX*YY X%YY https://groups.google.com/d/msgid/0nourseka9/CAA%3DtBYjHZD6ONsUQ48Cns7GZSNqMh%3DdO18OB%2B%2B9RKyhhb4P7bQ%40mail.gmail.com. ------------------------------ End of alt.music.moxy-fruvous digest V14 #12442 ***********************************************