Programming different types of numerical methods using MATLAB.

Implémentation des algorithmes simples de Data Science

A simplified explanation of gradient descent for linear regression in python using numpy

A Deep feed forward neural network that learns the MNIST dataset for digit classification...

This project enables a quadcopter to autonomously achieve desired control behaviors such as takeoff and landing. Controls designed with a reinforcement learning approach.

Linear Regression with Gradient Descent

implementation of gradient descent algorithm on python

Univariate linear regression model to predict food truck profits | Multivariate linear regression model to predict housing prices

Custom multilayer perceptron (MLP)

A python package of Zeroth-Order Optimization (ZOOpt)

just documenting the projects and assignments i make for the specialization

A interactive visualization of several optimization methods

This project is focused on predicting house prices from a single 'variable Area of lot'. i.e., Univariate Linear Regression. More precisely, the optimized parameters (Slope & Bias) are calculated for the cost function using the Batch Gradient descent.

Linear Regression algorithm coded in Python

Discover the main building blocks of neural networks and understand the three main neural network architectures. Explore the process of solving a regression data problem

some ml codes

Artificial Intelligence exercises.

Comparative study between different machine learning models to perform sentiment analysis on the customer reviews of Amazon products in the Electronics category. 🤖🧠