In this video we discuss the basics of AI training, such as learning rate, epochs, and batch size.

Check out the top-rated Udemy courses here:

10 days No Code AI Bootcamp
https://www.udemy.com/course/10-code-less-days-of-artificial-intelligence/?referralCode91537BF0BEE11D8CAD80

Modern artificial intelligence without coding
https://www.udemy.com/course/modern-artificial-intelligence-with-zero-coding/?referralCode62EE759C06EF0BAF699A

Python and machine learning for financial analysis
https://www.udemy.com/course/ml-and-python-in-finance-real-cases-and-practical-solutions/?referralCode4B6502E065821E886C6E

Masterclass modern artificial intelligence: build 6 projects
https://www.udemy.com/course/modern-artificial-intelligence-applications/?referralCode3A1C79099D9CCB1D482B

AWS SageMaker Practical for Beginners Build 6 projects
https://www.udemy.com/course/practical-aws-sagemaker-6-real-world-case-studies/?referralCode36D5AA54496B682D0D65

Data Science for business 6 case studies from practice
https://www.udemy.com/course/data-science-for-business-6-real-world-case-studies/?referralCode028F68A46A519870807B

Complete Guide to AWS Machine Learning Certification Exam
https://www.udemy.com/course/amazon-web-services-machine-learning/?referralCode07A0615400D9D1766930

TensorFlow 2.0 Practical
https://www.udemy.com/course/tensorflow-2-practical/?referralCode2009364111D673CAB7D6

TensorFlow 2.0 Practical Advanced
https://www.udemy.com/course/tensorflow-2-practical-advanced/?referralCode57D1520CB407568F7E81

Machine learning regression masterclass in Python
https://www.udemy.com/course/machine-learning-regression-masterclass-in-python/?referralCodeC473449E55009C3C19AD

Practical Machine Learning Training 8 Real World Projects
https://www.udemy.com/course/deep-learning-machine-learning-practical/?referralCodeE4F2FD5068F398EE7CC9

Machine Learning Classification Bootcamp in Python
https://www.udemy.com/course/machine-learning-classification/?referralCode492B6665E11EFD36F87D

MATLAB/SIMULINK BibleGo from zero to hero!
https://www.udemy.com/course/matlabsimulink-biblego-from-zero-to-hero/?referralCode14304D32D81878AD4F8E

Python 3 Programming: Masterclass from beginners to professionals
https://www.udemy.com/course/python-3-beginner-to-pro/?referralCodeD3E22C545F5EF7052629

Autonomous cars: deep learning and computer vision in Python
https://www.udemy.com/course/autonomous-cars-deep-learning-and-computer-vision-in-python/?referralCodeABD5D1368BBD00D65226

Operating Systems Made Simple Beginner's Guide
https://www.udemy.com/course/control-systems-made-simple-modeling-simulation-control/?referralCodeA5F01F4E703DEC03B3A1

Artificial Intelligence in Arabicالذكاء الصناعي مبتدئ لمحترف
https://www.udemy.com/course/artificial-intelligence-in-arabic/?referralCode72FD85D08ADCBA46E903

The Complete MATLAB Computer Programming Bootcamp
https://www.udemy.com/course/the-complete-computer-programming-boot-camp/?referralCode4B2A7BFAF95EFC4ABD32

Epochs: Just like humans, AI learns overtime and its intelligence increases as we continuously feed it training data. An Epoch means that AI has been fed the entire data set once.

Batch size: When training AI, we typically do not input the entire data set into the AI model due to computation and memory limitations.
Therefore, we generally split the training data into smaller batches that are added to the model separately. An era contains one or more batches.

Learning Rate: The learning rate represents the size of steps taken and indicates how aggressively you want to train the AI.
As the learning rate increases, the area covered in the search space will increase, so we can reach the goal (global minimum) faster. However, we may overshoot the target. At small learning rates, training will take much longer to reach optimized weight values.

I hope you will enjoy this video

Thanks and happy learning!

#BatchSize #LearningRate #Epochs

Please take the opportunity to connect and share this video with your friends and family if you find it useful.