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

This video tries to give you a basic understanding of logistic regression and works on a logistic regression problem from beginning to end using a real dataset. Please excuse my sound quality. I will try to improve it in the future.

Here is the link to the dataset used in this video:

Please feel free to check out my Data Science blog where you will find a lot of data visualization, exploratory data analysis, statistical analysis, machine learning, natural language processing, and computer vision tutorials and projects:

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[freeprivatetutor]

all clear, to the point video with 0 nonsense. thanks a lot

[Eysh]

Thank you SO MUCH for this. You're an amazing teacher, and this class was definitely really helpful!

[huyne_info]

Thank you so much for your time and effort !!! I am waiting for your next videos about other argorithms for the classification problems !!

[stevenlomon]

Thank you so much for You have no idea how much it helps :D

[anis.ldx]

Thank you so much for this amazing explanation. You're the best at explaining logistic regression! You deserve way more recognition!

[purples]

Such an underrated channel for how accurate and straight to point is the content compared to other channels with lots of unnecessary talks....you earned a subscriber!, I'm definitely recommending your channel if anyone enquired about your content

[siddiquisaadat]

Very well explained I was struggling with many things and your accurate explaination cleared many doubts. Thankyou and please countinue uploading. This was Veeeery helpful !

[ShiftKoncepts]

Took me about an hour but this was my first introduction to Python. thanks!

[dewasembiring]

Thanks a lot for your explanation, it gives me a new sight for this topic

[JimmyPit-vkoo]

Thanks for your sharing, I currently get trapped in how to conduct logistic regression model in Python, you just save me, thanks a lot again!

[phanidheeraj]

Well Explained the complicated Algorithms....Thank You.

[abrahamopanfo]

awesome implementation of logistic regression. Another way to measure the accuracy is to use confusion matrix and accuracy score metrics

[meetsaurabhtiwari]

Hi your voice calm and cool
Upload more video

[tntcirf]

Request for more Machine Learning Videos in details.

[Essentialenglishwords-iiek]

by using log_reg.score() for each (x, train, and x_ test) it replace the other sq errors right?

[laurentkloeble]

at last something hands on with real problems. I'm tired of maths abstract bullshit formulas....

[parthvitekar]

simple and very easy to understand ....loved it!!!
do you have an instagram channel?

[joemalone]

As I am teaching myself about Logistic Regression with SKLearn, I read in the documentation that fit_intercept defaults to True, so it would have been running in all your calculations.I'm wondering why it was added as True?

[abrahamopanfo]

can you make a video and explain how to visualize logistic regression?

[kdeveloper]

when we use cat.cosd and one hot encoder ?
why u didnt use one hot encoder ? please im confused with this