Search Results for: Natural Language Processing

Table of Contents Introduction to Autoencoders What Are Autoencoders? How Autoencoders Achieve High-Quality Reconstructions? Revisiting the Story Types of Autoencoder Vanilla Autoencoder Convolutional Autoencoder (CAE) Denoising Autoencoder Sparse Autoencoder Variational Autoencoder (VAE) Sequence-to-Sequence Autoencoder What Are the Applications of Autoencoders?…

Table of Contents What’s New in PyTorch 2.0? torch.compile Configuring Your Development Environment Installation Verification Overview of PyTorch 2.0 What’s New in PyTorch 2.0? torch.compile torch.compile Definition Accelerating DNNs with PyTorch 2.0 Project Structure Accelerating Convolutional Neural Networks Parsing Command…

Table of Contents Computer Vision and Deep Learning for Education Benefits Smart Content Task Automation Closing Skill Gap Applications Student Learning and Welfare Personalized Learning Social, Emotional Growth, and Well-Being Acquiring 21st-Century Skills Educators Parent Engagement School and Institution Management…

Table of Contents Computer Vision and Deep Learning for Healthcare Benefits Unlocking Data for Health Research Healthcare Efficiency Reaching Underserved Communities Applications Medical Research in Genetics and Genomics Clinical Care Medical Imaging and Radiology Pathology Dermatology Neurology Mental Health Diabetes…

Table of Contents Computer Vision and Deep Learning for Logistics Benefits Enriching Data Quality Strategic Asset Positioning Improved Predictive Analytics Applications Forecasting and Planning Optimization Automated Warehouse Predictive Maintenance Back-Office and Customer Experience Challenges Limited Access to Historical Data Lack…

Table of Contents A Deep Dive into Transformers with TensorFlow and Keras: Part 1 Introduction The Transformer Architecture Encoder Decoder Evolution of Attention Version 0 Version 1 Version 2 Problems Solution Scaling of the Dot Product Version 3 Version 4…

Table of Contents Neural Machine Translation Introduction Configuring Your Development Environment Having Problems Configuring Your Development Environment? Probabilistic Overview of Neural Machine Translation Math Behind Neural Machine Translation What Lies Ahead? Dataset Summary Citation Information Neural Machine Translation In this…

Hey everyone, welcome to another blog post where we talk with students from PyImageSearch. Today we are joined by Peter Ip, a Chief Data Scientist. Ritwik: So Peter, maybe you could start by introducing yourself? What do you do, where…

Table of Contents Computer Vision and Deep Learning for Banking and Finance Benefits Cost Reductions Customer Support Enhanced Security Better Decision Making Applications Portfolio Management Risk Management Fraud Security Regulatory Compliance Loan and Credit Decisions Process Automation Challenges AI Bias…