sdrangan/introml

Python tutorials for introduction to machine learning

introml's Issues

Typo in demo & invalid link

Typo: pachage -> package

unit03/demo1_glucose.ipynb:

line 15:
"* Fit multiple linear regression models using python's `sklearn` pachage. \n",
should be:
"* Fit multiple linear regression models using python's `sklearn` package. \n",

invalid link

unit03/demo2_python_broadcasting.ipynb:

line 9:
"There is an excellent introduction to `numpy` multi-dimensional arrays on the [scipy](https://docs.scipy.org/doc/numpy-dev/user/quickstart.html) website. In this note, we cover two concepts in a little more detail:\n",

The link for scipy is invalid, and I think the recent one is this: https://docs.scipy.org/doc/numpy/user/quickstart.html

HW 7 Problem 1.4 Solution Missing

The solutions provided in the homework 7 PDF in Neural Nets skips over question 4 in the first section. Please correct this by either removing the question entirely, or by providing the solution.

Typos in solutions

Hello Professor Rangan,
This is Peixuan. I found 2 typos in HW7:

1. Section 2, Problem 3, J should be f(z)
   2, Section 3, Problem 2(b): solution dL/duij shouldn't sum over i

typo in assignment 3 problem 6

The last statement of assignment 3, problem 6 should be x[i, k] - y[j,k] ?

GCP Docker Command not working

The following command seems not to be working.
docker run -it -v ~/dockermnt:/notebooks -p 8888:8888 gcr.io/tensorflow/tensorflow:latest-py3
It seems to have been moved and the fix is to use the following one instead.
docker run -it -v ~/dockermnt:/notebooks -p 8888:8888 tensorflow/tensorflow:latest-py3