Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)

Показать описание

Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib). This tutorial goes over logistic regression using sklearn on the digits and MNIST datasets including making confusion matrixes.

Рекомендации по теме

Комментарии

Thanks for this helpful tutorial!

Quick fix regarding future_warning:
logisticRegr = LogisticRegression(solver = 'liblinear', multi_class = 'ovr')

vincentweisser

G8 video as always. I like the way you use Jupyter notebook to the fullest. I'm learning machine learning nowadays and this tutorial definitely cleared my concept on linear regression.

thecodingproject

Thanks Michael! Keep up the great work!

datajuls

So its a mutliclass classification problem right? so is this the way we do it using logisitic regression? or should we use One VS rest method? and divide into different classes before performing logistic regression

sumanthsriram

on loading the training images and labels it gives me Invalid argument
what should i do??

dinamuhammed

No information about the model parameters itself !

KARABNAS

Excellent but you need to explain more on how you trained to make it more successful

myhimalayanchants

Sir can you please help me with the problem statement of this video

kk

i like this video, thank you so much
and i want to download your unzip mnist data, but -t10k-labels-idx1-ubyte- this page got error, another things are fine, feedback plz

건강나라-fv

May I know why did you use the logistics regression for this type of classification? I got the understanding of the code till the pre-processing of the data set. but the logic behind this prediction is not understandable yet. Please note: I am a beginner.

rajeshsomasundaram

ValueError: cannot reshape array of size 1 into shape (8, 8)

zakariahussain

At around 12:26', the statement "logisticRgr.predict(test_img[0].reshape(1, -1))", why is the reshape(1, -1)? Thanks!

stellasoh

This video seems helpful, but the sound is so feeble.

kartik_exe_

Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)

Hands-On Machine Learning: Logistic Regression with Python and Scikit-Learn

Logistic Regression Tutorial Python Sklearn

Step by Step Tutorial on Logistic Regression in Python | sklearn |Jupyter Notebook

Logistic Regression Python Sklearn [FROM SCRATCH]

Logistic Regression in Python using SKlearn

Logistic Regression tutorial | Introduction to machine learning with Python sklearn

How to implement Logistic Regression in Python using skLearn machine learning by Mahesh Huddar

Logistic regression using python sklearn

Banking Customer Churn Prediction Project | Machine Learning with Python in Jupyter Notebook

Logistic Regression SKLearn – Machine Learning example using Python – Part 1

Machine Learning Tutorial Python - 8: Logistic Regression (Binary Classification)

Data Science using Python -- Logistic Regression Demo (Sklearn)

Logistic Regression using Python (Sklearn, NumPy, MNIST, Handwriting Recognition, Matplotlib)

Machine Learning with Scikit-Learn Python | Logistic Regression

Machine Learning Tutorial 5 - Logistic Regression Python Implementation with Scikit-Learn

Logistic regression in python | scikit-learn | Machine learning basic | GeoDev

49 - Logistic Regression using scikit-learn in Python

Logistic Regression using Python with Scikit-Learn

How to create a logistic regression model in python

Machine Learning Logistic Regression with Python and Scikit-learn

Logistic regression using Python and Sklearn

Logistic Regression using Python - Sklearn || English || ML - 7 || Explained || We & Data

Multiclass Classification With Logistic regression in Python | Sklearn

3 - Implementing Logistic Regression for Classification (Python)