Gradient Descent Algorithm From Scratch
Learn the algorithm that powers machine learning models such as LLMs and Diffisuion models
Learn the algorithm that powers machine learning models such as LLMs and Diffisuion models
Train a NER model with your own data using Huggingface transformers library
Learn how to fine tune a model to compute image similarity using Triplet loss
Learn how to use deep neural networks to implement image search
Write recursive SQL queries in PostgreSQL with SQLAlchemy
Setup SQLAlchemy ORM to use externally created tables
Understanding linear or dense layer in a neural network
How to speed up matrix and vector operations in Python using numpy, tensorflow and similar libraries
Nearest Neighbors search in Python using scikit-learn
Learn how to create and train a simple convolutional neural network in Keras
Learn how to work with huge files in Python
Design and train a basic neural network for predicting dress types on FashionMNIST dataset.