Deep Learning with Python Bundle
Deep Learning Essentials
Get to grips with the essentials of deep learning by leveraging the power of Python
About This Book
- Your one-stop solution to get started with the essentials of deep learning and neural network modeling
- Train different kinds of neural networks to tackle various problems in Natural Language Processing, computer vision, speech recognition, and more
- Covers popular Python libraries such as Tensorflow, Keras, and more, along with tips on training, deploying and optimizing your deep learning models in the best possible manner
Who This Book Is For
Aspiring data scientists and machine learning experts who have limited or no exposure to deep learning will find this book to be very useful. If you are looking for a resource that gets you up and running with the fundamentals of deep learning and neural networks, this book is for you. As the models in the book are trained using the popular Python-based libraries such as Tensorflow and Keras, it would be useful to have sound programming knowledge of Python.
What You Will Learn
- Get to grips with the core concepts of deep learning and neural networks
- Set up deep learning library such as TensorFlow
- Fine-tune your deep learning models for NLP and Computer Vision applications
- Unify different information sources, such as images, text, and speech through deep learning
- Optimize and fine-tune your deep learning models for better performance
- Train a deep reinforcement learning model that plays a game better than humans
- Learn how to make your models get the best out of your GPU or CPU
Deep Learning a trending topic in the field of Artificial Intelligence today and can be considered to be an advanced form of machine learning, which is quite tricky to master.
This book will help you take your first steps in training efficient deep learning models and applying them in various practical scenarios. You will model, train, and deploy different kinds of neural networks such as Convolutional Neural Network, Recurrent Neural Network, and will see some of their applications in real-world domains including computer vision, natural language processing, speech recognition, and so on. You will build practical projects such as chatbots, implement reinforcement learning to build smart games, and develop expert systems for image captioning and processing. Popular Python library such as TensorFlow is used in this book to build the models. This book also covers solutions for different problems you might come across while training models, such as noisy datasets, small datasets, and more.
This book does not assume any prior knowledge of deep learning. By the end of this book, you will have a firm understanding of the basics of deep learning and neural network modeling, along with their practical applications.
Style and approach
This step-by-step guide is filled with real-world practical examples and use cases to solve various deep learning problems.
About this Bundle
Develop advanced programming skills and learn how to effectively use Python in your day-to-day tasks with the Deep Learning with Python Bundle.
This collection features 20 eBooks across three tiers, 15 of which are new-to-bundle, with a plethora of knowledge mastering Deep Learning with Python, problem-solving, and how to best use it to its full potential. This bundle is perfect for aspiring data scientists & machine learning experts who are looking to get into the field, or to top up their current knowledge. Even if your time is limited this deep learning bundle will get you up and running in no time.
Choose tier one with five eBooks covering all the key essentials. This tier is your one stop shop to getting started with deep learning and neural network modeling, and how to train them with high-performance algorithms and popular Python frameworks. Covering all popular Python libraries such as Tensorflow & Keras.
Opt for the second tier where you will not only benefit from the essentials covered in tier one, but will also receive five additional eBooks covering in much more depth & detail, topics such as: ‘Deep learning with Keras’ where you will learn to optimize step-by-step functions on a large neural network using the Backpropagation Algorithm, ‘Deep Learning with TensorFlow 2 and Keras’ where you will learn to build machine learning and deep learning systems with TensorFlow 2 and the Keras API. In addition to this, the ‘Hands-On Neural Networks with TensorFlow 2.0’ further explores and helps you develop an understanding of the basics of machine learning and discover the power of neural networks and deep learning.
Or go all in with tier three where you will receive all 20 Deep Learning with Python eBooks. This tier not only covers the essentials & more in depth content found in tier two, but builds on that knowledge foundation with an additional 10 eBooks exploring ‘Advanced Deep Learning with Python’ & ‘Neural Networks with Python’. Making this bundle our best Python learning experience yet.
All of the eBooks included in this bundle are available in EPUB, MOBI and PDF formats.