Python Deep Learning Projects
Python Deep Learning Projects book will simplify and ease how deep learning works, and demonstrate how neural networks play a vital role in exploring predictive analytics across different domains. You will explore projects in the field of computational linguistics, computer vision, machine translation, pattern recognition and many more
Offered by
Difficulty Level
Intermediate
Completion Time
15h44m
Language
English
About Book
Who Is This Book For?
Python Deep Learning Projects is for you if you want to get insights into deep learning, data science, and artificial intelligence. This book is also for those who want to break into deep learning and develop their own AI projects. It is assumed that you have sound knowledge of Python programming
Python Deep Learning Projects
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 15h44m total length
Building Deep Learning Environment
Training Neural Network for Prediction using Regression
Word Vector representationusing Word2VEC (skip-gram) for word prediction
Build NLP pipeline for Open-Domain Question Answering
Sequence-to-sequence models for building chatbots
Generative Language modelling using Bi-LSTM for content creation
Building Speech Recognition with DeepSpeech2
Handwritten digits classification using ConvNets
Real-time Object Detection using OpenCV and TensorFlow
Building Face Recognition using OpenFace and Clustering
Automated Image Captioning with NeuralTalk model
Pose Estimation on 3D models using ConvNets
Image translation using GANs for style transfer
Develop anautonomous Agents with Deep Reinforcement Learning
Summary and Next Steps in Your Deep Learning Career
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