#AI/ML#Malayalam#brAIn Tek#MLcourse# Prerequisites
Who can learn AI/ML, What are Prerequisites?|Explained in Malayalam
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As you are aware, we are living in a world where data is electricity because it is one of the important features of every organization. It helps business leaders to make decisions based on facts, statistical numbers, and trends. There is a massive data explosion that has resulted in the culmination of new technologies and smarter products such as Artificial intelligence/Machine learning, IoT, Big data etc. and we are just landing to an era where these technologies rule the world.
The important question here is Are you equipped enough for this technology transformation?
As the importance of data science is increasing day by day, the need for a data scientist is also growing. Data scientists are the future of the world. Have you ever dreamt to become a data scientist?
We have great news for you, we have started a series of lectures on Artificial intelligence/Machine learning in Malayalam so that you can learn even you are a novice in these areas.
This session talks about the prerequisites to learn AI/ML, explained in Malayalam
We cover the below Topics:
1. Introduction to Machine learning- Need for AI/ML, why to learn AI/ML, types for machine learning, application, difference between Human thinking Vs Machine thinking, difference between programming vs Machine learning.
https://www.youtube.com/playlist?list=PL8TFnSWEDfkvf_IHeAXk8AglqXTuezaP7
2. Mathematics for Machine learning- Trigonometry, linear algebra, matrices, calculus & probability.
3.Python for Machine learning- variables, different libraries needed for data science such as numpy, pandas, matplotlib,plotly, seaborn etc
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
For Python Projects:
Beginner:https://www.youtube.com/playlist?list=PL8TFnSWEDfkso3IuFFlNbQMl0jc6AgyKW
Intermediate:https://www.youtube.com/playlist?list=PL8TFnSWEDfktFU2x3udznUQ5SGIMQaE-J
Facebook Page:https://www.facebook.com/braintek2021/
Animation courtesy: Renderforest, Animaker
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