Mike X Cohen

Modern statistics: Intuition, Math, Python, R :|: Chapter 04 exercise solutions and discussions

Zero-padding in the time domain

Lists and properties of lists in Python

Linear algebra for data science, chapter 14 exercise 8 (exploring the eigenvalue equation with pinv)

Data animations in Python using Google-colabs

Data and data visualizations: Measures of dispersion (variance, standard deviation)

Using trigonometry (sine and cosine) to make art in Python

Statistics in Python: Import an online dataset and inspect

Modern Statistics by Mike X Cohen, chapter 16

Modern Statistics by Mike X Cohen, chapter 14

Modern Statistics by Mike X Cohen, chapter 11

Announcement: Summer schools on neuroscience data analysis

Modern Statistics by Mike X Cohen, chapter 03

Introduction to the audio version of the Modern Statistics book

Modern Statistics by Mike X Cohen, chapter 13

Modern Statistics by Mike X Cohen, chapter 01

Calculus - computing and graphing tangent lines of a function

Data and data visualizations: Measures of central tendency (mean, median, mode)

The short-time Fourier transform (STFFT)

7 day MATLAB and/or Python code challenge!

EEG data and indexing in Matlab

The discrete-time Fourier transform

Modern statistics: Intuition, Math, Python, R :|: Chapter 17 exercise solutions and discussions

Modern Statistics by Mike X Cohen, chapter 04

Data and data visualizations: Visualizing data

Accurate scaling of Fourier coefficients

MATLAB: Identify coordinates in user-defined target region

Course intro: MATLAB programming, debugging, and style

ChatGPT4 can translate code between languages (Python, R, MATLAB) -- useful for data science

Calculus - derivatives of sine and cosine in Python

Modern statistics: Intuition, Math, Python, R :|: Chapter 12 exercise solutions and discussions

Vectors and matrices, multiplication, rank

Modern Statistics by Mike X Cohen, chapter 10

Linear algebra for data science, chapter 2 exercise 2 (vector norm)

Modern statistics: Intuition, Math, Python, R :|: Chapter 07 exercise solutions and discussions

Ukraine flag custom colormap in Python and MATLAB

Are artificial "neurons" like biological neurons?

Linear algebra for data science, chapter 13 exercise 7 (shrinkage regularization for least-squares)

Modern statistics: Intuition, Math, Python, R :|: Chapter 03 exercise solutions and discussions

Statistics in Python: Logistic regression

Statistics in Python: T-test on two groups

Using and customizing the MATLAB environment

How the 2D FFT works

Statistics in Python: Transform a non-normal distribution to a Gaussian distribution.

Modern Statistics by Mike X Cohen, chapter 17

Modern Statistics by Mike X Cohen, chapter 05

Creating and inspecting covariance matrices

ChatGPT can custom-tailor its explanation of math to your level

Modern Statistics by Mike X Cohen, chapter 06

Fourier coefficients

Modern Statistics by Mike X Cohen, chapter 19