Deep Learning and AI Superhero: Mastering TensorFlow, Keras, and PyTorchКНИГИ » ПРОГРАММИНГ
Название: Deep Learning and AI Superhero: Mastering TensorFlow, Keras, and PyTorch: Advanced Machine Learning and AI, Neural Networks, and Real-World Projects (Mastering the AI Revolution) Автор: Cuantum Technologies Издательство: Cuantum Technologies Год: October 7, 2024 Страниц: 799 Язык: английский Формат: pdf, epub Размер: 26.0 MB
Unleash Your AI Superpowers with Deep Learning.
Deep Learning is transforming industries by enabling machines to see, hear, and understand the world. With Deep Learning and AI Superhero: Mastering Deep Learning with TensorFlow, Keras, and PyTorch, you will learn how to build state-of-the-art deep learning models using the most powerful frameworks available.
Whether you're an experienced Machine Learning practitioner or just starting with deep learning, this book equips you with the tools and knowledge to tackle the most complex AI challenges.
What You Will Learn
Master Neural Networks and Deep Learning
Understand how neural networks work and explore the core principles of Deep Learning. Learn to build and train models that can recognize patterns, classify data, and solve complex tasks using backpropagation, gradient descent, and more.
Harness the Power of TensorFlow, Keras, and PyTorch
Build Deep Learning models with TensorFlow 2.x, the world’s most powerful AI platform. Use Keras for quick, high-level modeling, and explore PyTorch for flexible, research-driven experimentation. You’ll learn to apply each framework to build, train, and deploy deep learning models.
Advanced AI Techniques
Go beyond the basics and dive deep into advanced architectures:
Convolutional Neural Networks (CNNs) for image classification. Recurrent Neural Networks (RNNs) and LSTMs for sequential data and time series. Transformer models for state-of-the-art natural language processing (NLP) tasks.
Cutting-Edge AI Applications
Master the latest AI techniques, including Generative Adversarial Networks (GANs), Autoencoders, and Transfer Learning. Build AI systems capable of generating new data, improving model accuracy, and tackling high-level tasks. Hands-On Projects for Practical Learning
Apply deep learning techniques to real-world problems with hands-on projects:
Image Classification with CNNs: Train models for image recognition and object detection. Sentiment Analysis: Use Transformer models to analyze and generate text. Time Series Forecasting with RNNs: Build models to predict future trends based on historical data. Image Generation with GANs: Create AI systems that generate new, realistic images.
These projects help you solidify your deep learning knowledge and gain practical experience in solving real-world AI problems.
Who Is This Book For?
Data scientists and machine learning engineers looking to master deep learning techniques. AI enthusiasts ready to expand their skillset and work with the most cutting-edge tools in AI. Developers and engineers who want to build and deploy advanced AI systems.
Whether you’re looking to elevate your AI expertise or break into the world of deep learning, this book gives you everything you need to become a deep learning and AI superhero.
Take Your Deep Learning Skills to the Next Level
With Deep Learning and AI Superhero: Mastering Deep Learning with TensorFlow, Keras, and PyTorch, you’ll be prepared to build sophisticated AI systems, apply deep learning to complex problems, and push the boundaries of artificial intelligence.
Are you ready to unleash your AI superpowers and lead the next wave of innovation?
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Deep Learning with TensorFlow and Keras Название: Deep Learning with TensorFlow and Keras Автор: Derrick Mwiti Издательство: Leanpub Год: 2022-10-03 Страниц: 354 Язык: английский Формат:...
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Deep Learning and AI Superhero: Mastering TensorFlow, Keras, and PyTorch 
