The video discusses about a tool/platform where you can fiddle around with various distributions and their parameters . The tool helps you to run animations and compare multiple plots at once . In this video I have focused on Gaussian /Normal distributio ...
Robotics and AI /Reinforcement learning
About the author Sourabh Khemka Radar Software Engineer at Steradian Semiconductors Linkedin: https://www.linkedin.com/in/sourabh-khemka-b6894513a/ Weekend gossip! Let’s talk robotics Marvelous inventions are always a fusion of ...
Difference in CSE and CSE with AI/DS specialization
B tech in CSE with AI SPECIALISATION
Kolmogorov–Smirnov(KS test)
KS- test: Understanding and recognizing the distribution of data points is one of the important tasks of any Machine learning problem. Many mathematical assumptions , feature engineering techniques or algorithm selections are dependent on the nature of d ...
Weight initialization techniques visual demo
Weight initialization:- Any deep neural network (with similar structure as below) has "weights" associated with every connection . "Weights" can be viewed as how important , (with either positive or negative correlation ), any input feature holds while p ...
PCA for interviews-Eigenvectors/Langrangian
PCA, The math behind constrained optimisations , drawbacks and other important discussions One of the most important mathematical concept required to understand the working of PCA is the concept of Eigenvectors and eigenvalues . If you know the algori ...