How Feature Scaling Improves Model Training in Deep Learning
Feb 1, 2024
This tutorial explains how to speed-up and improve your deep learning model training process using feature scaling and normalization in TensorFlow Keras.
How to Perform Face Recognition with the Python Deepface Library
Jan 19, 2024
Learn to use the Python deepface library for face recognition. Recognize multiple faces in an image and extract facial embeddings using deep learning models.
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Zero-Shot Object Detection with Hugging Face Transformers
Jan 10, 2024
Zero-shot object detection is a task that aims to locate and identify objects in images without having any visual examples of those objects during training.
Customizing Loss Functions and Metrics in TensorFlow Keras
Dec 19, 2023
Let's explore how to create custom loss functions and evaluation metrics for training and evaluating deep learning models in TensorFlow Keras. We'll show you how to create a macro F1 score and a loss function that combines the binary cross entropy loss and the mean squared error loss.
Fine-tuning Hugging Face Multimodal Transformers in PyTorch
Dec 6, 2023
Let's learn how to fine-tune a multimodal transformer from the Hugging Face library in PyTorch. We'll show you how to perform sentiment analysis using multimodal image and text data.
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Text Classification with ChatGPT in Python using OpenAI API
Nov 22, 2023
In this tutorial, we'll show you how to use ChatGPT to classify ham and spam messages. We'll use the OpenAI API to access ChatGPT functions in Python to help us with this text classification exercise.
Image Generation in Python with OpenAI DALL-E
Nov 12, 2023
Here's how you can generate images in Python using the OpenAI DALL-E model. We'll also teach you how to edit and create image variations.
Building a Python Question-Answering System with ChatGPT
Nov 2, 2023
In this article, you will see how to develop a question-answering system with ChatGPT using Python. We'll explore both stateless and state-full implementations of our Python question-answering system.
Fine Tuning BERT for Sentiment Analysis with PyTorch
Oct 19, 2023
This tutorial explains how to fine-tune a Hugging Face BERT model in PyTorch. As an example, we'll train a multi-class sentiment classification model.
Introduction to Python Data Cleaning with PyJanitor
Oct 5, 2023
This article explains how to clean data using the Python PyJanitor module. We'll show you how to install PyJanitor and clean your Pandas DataFrames with it.
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