Gradient descent algorithm||Machine Learning Course||Part-3||Malayalam

Gradient descent algorithm||Machine Learning Course||Part-3||Malayalam
In this Part-3 of "Machine Learning Course" in Malayalam, we discuss on how we can use Gradient descent algorithm for reducing cost function.
Gradient Descent is an algorithm that finds the best-fit line for a given training dataset. The idea is to take repeated steps in the opposite direction of the gradient (or approximate gradient) of the function at the current point, because this is the direction of steepest descent
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.
https://www.youtube.com/playlist?list=PL8TFnSWEDfku0ectlh4XRs-fDwo_7Lyz-
2. Mathematics for Machine learning- Trigonometry, linear algebra, matrices, calculus & probability.
https://www.youtube.com/playlist?list=PL8TFnSWEDfku5K9lZaQHh3DWgeJrcyI78
3.Python for Machine learning- variables, different libraries needed for data science such as numpy, pandas, matplotlib, etc
Python basics:https://www.youtube.com/playlist?list=PL8TFnSWEDfkujEMJLPOX7ODlYhdKCiaP0
Python Intermediate: https://www.youtube.com/playlist?list=PL8TFnSWEDfktFU2x3udznUQ5SGIMQaE-J
Python Projects : https://www.youtube.com/playlist?list=PL8TFnSWEDfkso3IuFFlNbQMl0jc6AgyKW
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.
https://www.youtube.com/playlist?list=PL8TFnSWEDfksKJkIa_g-_OcuDlvOu8rgT
5.Introduction to OpenCV- Image/video processing with OpenCV
6. Face recognition- Building a security alarm system using ML techniques

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