Tseek

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102 videos

I am Dr Sandeep Chitreddy. This channel contains educational videos on the topics of Computer Science, Mathematics and Artificial Intelligence. If you would ...

Latest Videos

Git Installation in Windows - Git Terminal Commands to Push Local Repositories to Github.

A (A-Star) Search Algorithm for Solving 8-Puzzle Problem

Uniform Cost Search Example Problem- Uninformed Search Algorithm - Artificial Intelligence

'Everything is an Object in Python' - Mutable vs Immutable Objects - First Class Functions - Demo.

Gaussian Naive Bayes' based Classification - Example Problems - Machine Learning

Naive Bayes' Classification Gaussian NB, Multinomial NB, Bernoulli NB, Example Problems.

OAuth2.0 Authentication using Google Cloud for SpringBoot+React based Full Stack Application.

Gradient Descent Applications in ML - Unconstrained Optimisation (Analytical vs Numerical Methods)

Deploying SpringBoot+React Application in Render - Demonstration

N8N Installation using Docker -Telegram & OpenAI Chatbot based N8N Workflow Automation Demonstration

Build your first Telegram based N8N AI Agent using OpenAI Chat Model - Demonstration

Conics, Surfaces & Hypersurfaces - Degeneracy - Sufficient Conditions - Eigen Value Interpretation.

Anthropic's Claude LLM Connectors Demo Part -1 - File System Operations (Basic)

Gaussian Mixture Model (GMM) - Expectation Maximisation (EM) Derivation - Python Code & HTML Demo.

K-Means Clustering - Machine Learning - Elbow Method - Example Problem - Python Code

Fully Connected Neural Networks Example Problem, and Python Code from Scratch

Logistic Regression - Machine Learning - Mathematical Derivation - Python Implementation

SVD Applications Pseudo Inverse - Low Rank Rep. - PCA - Eigenfaces - Example Problem - Python Code

Pseudo Inverse using Singular Value Decomposition (SVD) - Example Problems & Python Code

Low Rank Approximation using SVD - Example Problem - Python Code - Image Compression

Dimensionality Reduction using Covariance Based & SVD based PCA - Eigenfaces - Examples- Python Code

Regularisation in Machine Learning - Ridge vs Lasso vs Elastic Net Example Problem and Python Code

Least Square Solution to Regression Problems - Geometric Orthogonality vs. Error Minimisation

Polynomial Regression - Machine Learning - Mathematical Derivation

Linear Regression - Housing Price Prediction Problem - Machine Learning

Supervised Learning as a Function Approximation Problem - Machine Learning

Simple & Multiple Linear Regression - Mathematical Derivation and Example Problem.

Understanding Differentiation Using First Principles

Deploy MERN Full Stack Application in Render

React (Frontend) - Django (Backend) - Render Cloud Hosting through Github