logistic regression in Pythondescribe how logistic regression works as an analogy for the biological neuronuse logistic regression to solve real-world business problems like predicting user actions from e-commerce data and facial expression recognitionunderstand why regularization is used in machine learningRequirementsDerivatives, matrix arithmetic, probabilityYou should know some basic Python coding with the Numpy Stack description This course is a lead-in to deep learning and neural networks – it covers a popular and fundamental technique … . ‘describe the . in Python .

What you’ll find out in Deep Discovering Requirementsites: Logistic Regression in Python

    program logistic regression from the ground up in Pythondescribe how logistic regression works in data sciencederive the error and update guideline for logistic regressionunderstand how logistic regression functions as an example for the organic neuronuse logistic regression to resolve real-world company problems like predicting individual actions from shopping data and face recognitionunderstand why regularization is used in artificial intelligence

Requirements

  • By-products, matrix math, likelihood
  • You should understand some fundamental Python coding with the Numpy Stack

Description

This program is a lead-in to deep learning and semantic networks – it covers a prominent and fundamental strategy made use of in artificial intelligence, data science and data: logistic regression. We cover the theory from the ground up: derivation of the service, and also applications to real-world issues. We reveal you exactly how one may code their very own logistic regression module in Python.

This training course does not need any outside materials. Every little thing required (Python, as well as some Python libraries) can be obtained free of cost.

This program offers you with many sensible instances to make sure that you can truly see how deep knowing can be used on anything. Throughout the training course, we’ll do a program job, which will certainly reveal you exactly how to predict user activities on a web site given individual data like whether or not that user is on a mobile phone, the number of items they watched, the length of time they stayed on your site, whether they are a returning site visitor, as well as what time of day they saw.

One more task at the end of the course shows you exactly how you can utilize deep understanding for face acknowledgment. Envision having the ability to predict somebody’s emotions just based upon a picture!

If you are a designer and also you wish to improve your coding capacities by discovering information science , after that this program is for you. If you have a technological or mathematical background, and you desire utilize your skills to make data-driven decisions and enhance your business utilizing scientific principles, after that this training course is for you.

This program concentrates on ” exactly how to build as well as recognize “, not just “exactly how to use”. Anyone can learn to utilize an API in 15 minutes after checking out some documents. It’s not regarding “keeping in mind realities”, it’s about ” seeing on your own” through testing . It will teach you just how to picture what’s happening in the design internally. If you desire more than simply a superficial consider artificial intelligence models, this course is for you.

” If you can not implement it, you don’t recognize it”

  • Or as the great physicist Richard Feynman stated: “What I can not develop, I do not recognize”.

  • My courses are the ONLY programs where you will certainly learn just how to execute artificial intelligence algorithms from the ground up

  • Other training courses will teach you exactly how to plug in your data right into a collection, but do you truly need aid with 3 lines of code?

  • After doing the same thing with 10 datasets, you realize you didn’t discover 10 points. You discovered 1 point, as well as just duplicated the very same 3 lines of code 10 times …


Suggested Requirementsites:

  • calculus (taking derivatives).

  • matrix math.

  • possibility.

  • Python coding: if/else, loopholes, listings, dicts, sets.

  • Numpy coding: matrix and also vector operations, packing a CSV data.


WHAT ORDER SHOULD I TAKE YOUR COURSES IN?:.

  • Have a look at the lecture “Artificial intelligence and AI Requirementsite Roadmap” (available in the FAQ of any one of my training courses, including the cost-free Numpy program).

Who this course is for:

  • Adult learners who want to get into the field of data science and big data
  • Students who are thinking of pursuing machine learning or data science
  • Students who are tired of boring traditional statistics and prewritten functions in R, and want to learn how things really work by implementing them in Python
  • People who know some machine learning but want to be able to relate it to artificial intelligence
  • People who are interested in bridging the gap between computational neuroscience and machine learning
File Name :Deep Learning Prerequisites: Logistic Regression in Python free download
Content Source:udemy
Genre / Category:Development
File Size :3.47 gb
Publisher :Lazy Programmer Inc.
Updated and Published:08 Aug,2022

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File name: Deep-Learning-Prerequisites-Logistic-Regression-in-Python.rar
File Size:3.47 gb
Course duration:6 hours
Instructor Name:Lazy Programmer Inc.
Language:English
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