Скачать или смотреть Learning rate gradient descent||Machine Learning Course||Part-4||Malayalam

Learning rate gradient descent||Machine Learning Course||Part-4||Malayalam
In this Part-4 of "Machine Learning Course" in Malayalam, we discuss on how significant is learning rate in gradient descent algorithm
In machine learning , the learning rate is a tuning parameter that determines the step size at each iteration while moving toward a minimum of a loss function.
Overall scope of this course:
1. Introduction to Machine learning- Need for AI/ML, why to learn AI/ML, machine learning types, supervised, unsupervised and reinforced learning, application, difference between Human thinking Vs Machine thinking, difference between programming vs Machine learning.
   • Machine Learning course- Introduction-Mala...  
2. Mathematics for Machine learning- Trigonometry, linear algebra, matrices, calculus & probability.
   • Mathematics for Machine Learning in Malayalam  
3.Python for Machine learning- variables, different libraries needed for data science such as numpy, pandas, matplotlib, etc
Python basics:   • Python for beginners Malayalam  
Python Intermediate:    • Python for Machine Learning Malayalam  
Python Projects :    • Python Programming Tutorials in Malayalam  
4. Deep-dive into machine learning- How ML algorithm works, the concept of cost function and gradient descent, practical examples for linear regression and Classifications, ML Algorithms and its usage.

5.Introduction to OpenCV- Image/video processing with OpenCV
6. Face recognition- Building a security alarm system using ML techniques

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