## 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

Understanding linear or dense layer in a neural network

Learn how to create and train a simple convolutional neural network in Keras

Design and train a basic neural network for predicting dress types on FashionMNIST dataset.

Intro to tensorflow 2 with linear regression

A short tutorial on using word embedding layer in Keras

Train a neural network model to predict letters and numbers from a license plate

A short tutorial on fully convolutional neural networks

Learn how to use Tensorflow Estimator API

A tutorial on building neural networks with multiple outputs

A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image

A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image

A series of tutorial on using Convolutional Nerual Networks to classify gender of a person in an image

Learn how to design and train a convolutional neural network for binary classification in Keras

Nearest Neighbors search in Python using scikit-learn

Topic modeling in Python using scikit-learn

Text clustering with KMeans algorithm using scikit learn

How to extract features from text for machine learning models

Natural language processing basics: tokenization, stemming, lemmatization, POS tagging

Learn how to classify if a headline is a clickbait or not

A simple and minimal example showing how to detect named entities in an unstructured text

A tutorial on text classification using sklearn

Write recursive SQL queries in PostgreSQL with SQLAlchemy

Setup SQLAlchemy ORM to use externally created tables

How to speed up matrix and vector operations in Python using numpy, tensorflow and similar libraries

Learn how to work with huge files in Python

Simple web scraper in Python using Requests and BeautifulSoup

Introduction to web scraping

Copy vs deep copy

Introduction to ParDo transform in Apache Beam

Getting started with PTransforms in Apache Beam

Introduction to Apache Beam

Simple web scraper in Python using Requests and BeautifulSoup

Introduction to web scraping

Write recursive SQL queries in PostgreSQL with SQLAlchemy

Setup SQLAlchemy ORM to use externally created tables

A tutorial on text classification using sklearn