Data Science Tutorials/Lectures Playlist

Data Science Tutorials/Lectures Playlist

Priorities

  1. Pandas for TS
  2. OpenCV & Image Processing
  3. DL
  4. NLP
  5. RL

RL

RL SENTDEX

;PLQVvvaa0QuDezJFIOU5wDdfy4e9vdnx-7

RL DeepMind

;PLqYmG7hTraZDM-OYHWgPebj2MfCFzFObQ

Time Series

;PLvo9ZnEQG5oXC-cg8ecXr6SJZWprEL1UC ;PL_onPhFCkVQghJC-KQkUNvkAGbriARyfX

02417 Time Series Analysis

;PLtiTxpFJ4k6TZ0g496fVcQpt_-XJRNkbi

Bob Time Series Analysis

;PL_onPhFCkVQi21tCiQwBk6QCRO3io7kmo

Fast AI

NLP 2019

;PLtmWHNX-gukKocXQOkQjuVxglSDYWsSh9

DL 2019 1-7, 8-14

;PLfYUBJiXbdtSIJb-Qd3pw0cqCbkGeS0xn ;PLwP7df45lwyszeRy9AViUE4UQ815KyMdB

Stanford

NLP with DL

(Stanford Winter 2017) 19 videos

;PL3FW7Lu3i5Jsnh1rnUwq_TcylNr7EkRe6

CNN Visual Recognition 16 videos

;PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv

Decision Making

DM Game Theory

;PLfG4UNoax07R5Fy1i8DYoQea0ln6cglKa ;PLKPH1aHD74Wb8HARaRExpJajejgmsA5p3 ;PLOsqqJOm4rc5vL7L2mMW_p3heYmAF2BUQ ;PLHK1NHu-vjcWrARC4kna1YPlARSJ0MS1h

DM Market Decision Making

;PLFYew008fp0tbhSiiEf3wFGS1itvN_wx2

DM Quantitative Methods for Business Decision Making

;PL0360AA4B58C6229D

DM scenarios

;PL2jykFOD1AWZShxCP4n6cmWJulFlHfXX0

statQ - Linear Model

;PLblh5JKOoLUIzaEkCLIUxQFjPIlapw8nU

Log-Reg

;PLblh5JKOoLUKxzEP5HA2d-Li7IJkHfXSe

machine-learning

;PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF

all other stat quests

;PLblh5JKOoLUIcdlgu78MnlATeyx4cEVeR

statistics basics

;PLblh5JKOoLUK0FLuzwntyYI10UQFUhsY9

Reg-Analysis

;PL_onPhFCkVQibMjVDecAtDUI9yMihgf1k

Pre-Calculus

;PL_onPhFCkVQhbv4v_o4OVtQTPUFPNS2XZ

Discrete Mathematics

;PL_onPhFCkVQipnu8dJwUOVyExrxTu4JmJ

Math thinking

;PL_onPhFCkVQjGsrGv3uSMds9MyyfLCg-y

Machine Learning Fundamentals (58)

;PL_onPhFCkVQhUzcTVgQiC8W2ShZKWlm0s

Random Walks

;PL_onPhFCkVQgRBWPU4xibYh_QB8pJ6N55

modeling risk and reality

;PL2jykFOD1AWait3weRGouUsSywYeH6Sy3

Quantitative modeling

;PL2jykFOD1AWYksOj1iJ3o69RJLXTREtwl

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