Loss or a cost function is an important concept we need to understand if you want to grasp how a neural network trains itself. We will go over various loss functions in this video such as mean absolute error (a.k.a MAE), mean squared error (a.k.a MSE), log loss or binary cross entropy. After going through theory we will implement these loss functions in python. It is important to go through this implementation as it might be useful during your interviews (if you are targeting a role of a data scientist or a machine learning engineer)

Code: https://github.com/codebasics/....deep-learning-keras-
Exercise: Go at the end of the above notebook to see the exercise

Do you want to learn technology from me? Check https://codebasics.io/ for my affordable video courses.

🔖 Hashtags 🔖
#lossfunction #costfunction #costfunctionneuralnetwork #lossfunctionneuralnetwork #costfunctiondeeplearning #lossfunctiondeeplearning

Why not MSE for logistic regression:
https://towardsdatascience.com..../why-not-mse-as-a-lo

Next video: https://www.youtube.com/watch?v=pXGBHV3y8rs&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=12

Previous video: https://www.youtube.com/watch?v=Wibxjrxf5ko&list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO&index=10

Deep learning playlist: https://www.youtube.com/playli....st?list=PLeo1K3hjS3u
Machine learning playlist : https://www.youtube.com/playli....st?list=PLeo1K3hjS3u

Prerequisites for this series:   
1: Python tutorials (first 16 videos): https://www.youtube.com/playli....st?list=PLeo1K3hjS3u  
2: Pandas tutorials(first 8 videos): https://www.youtube.com/playli....st?list=PLeo1K3hjS3u
3: Machine learning playlist (first 16 videos): https://www.youtube.com/playli....st?list=PLeo1K3hjS3u

Website: https://codebasics.io/
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This Edureka video on Build MERN Stack App from Scratch" will provide you with fundamental concepts of MongoDB, Express.js, React.js, and Node.js with hands-on.
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⏩𝐓𝐨𝐩 𝟏𝟎 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟮: https://bit.ly/3yhEs7S
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About the Web Development Training Course
The Complete Web Developer Course - Build 5 Websites course at Edureka starts from the basics of web development like HTML elements, styling the HTML elements with CSS, using newly introduced features in HTML5 and CSS3 to deploying the websites on Amazon Simple Storage Service. In this Web Development training, you will learn how to use Twitter Bootstrap 3 components like Carousel, ScrollSpy, Fixed Navigation Bar, Accordion, Jumbotron, Thumbnails, Forms, Modals, Bootstrap tour, etc.

What are the pre-requisites ?
This Web Development training course doesn't require any prior programming knowledge. Basic computer science knowledge will be enough to get started with this course. In case you wish to brush up your skills, Edureka offers you a complimentary pre-recorded course: "JavaScript Essentials" for The Complete Web Developer.

Why learn Web Development Training?
Web development has always been the central part of internet. But in today’s time as more and more companies are coming up On-line and E-commerce has become the most effective business model, the demand for skilled web developers has increased significantly. By learning HTML, CSS, Twitter Bootstrap 3, jQuery and third party APIs you can put yourself in the elite panel of web developers. Web development is a creative work and is only limited by the imagination of the developer.