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brAIn Tek

チャンネル登録者数 4360人

2005 回視聴 ・ 21いいね ・ 2022/02/17

Nonlinear SVM and Kernel Function||Malayalam||Machine Learning Course||Part-19

Nonlinear SVM and Kernel Function||Malayalam||Machine Learning Course||Part-19
This part of "Machine Learning Course" in Malayalam discuss about non linear SVM and kernel function used for it.
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...  
2. Mathematics for Machine learning- Trigonometry, linear algebra, matrices, calculus & probability.
   • Mathematics for Machine Learning in M...  
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 Malay...  
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.
   • Machine Learning course-Malayalam  
5.Introduction to OpenCV- Image/video processing with OpenCV
6. Face recognition- Building a security alarm system using ML techniques

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#machinelearningmalayalam#machinelearningalgorithm#SVM

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