Become an efficient data science practitioner by thoroughly understanding the key concepts of PythonKey FeaturesQuickly get familiar with data science using PythonSave tons of time through this reference book with all the essential tools illustrated and explainedCreate effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experienceBook DescriptionThe book starts by introduc...

Gain useful insights from your data using popular data science toolsKey FeaturesA one-stop guide to Python libraries such as pandas and NumPyComprehensive coverage of data science operations such as data cleaning and data manipulationChoose scalable learning algorithms for your data science tasksBook DescriptionFully expanded and upgraded, the latest edition of Python Data Science Essentials will help you succeed in data scie...

用TensorFlow实现10个深度学习项目Key Features10个真实项目，侧重于实战涵盖图像处理、推荐系统、股票价格预测和训练聊天机器人、机器翻译系统和基于强化学习的电子游戏等实际应用Book Description本书旨在利用 TensorFlow 针对各种现实场景设计深度学习系统，引导读者实现有趣的深度学习项目。本书涵盖 10 个实践项目，如用目标检测 API 标注图像、利用长短期记忆神经网络（LSTM）预测股票价格、构建和训练机器翻译模型、检测 Quora 数据集中的重复问题等。通过阅读本书，读者可以了解如何搭建深度学习的 TensorFlow 环境、如何构建卷积神经网络以有效地处理图像、如何利用长短期记忆神经网络预测股票价格，以及如何实现一个能够自己玩电子游戏的人工智能（AI）！ 本书适合数据科学家、机器学习和深度学习领域的从业者以及人工智能技术的爱好者阅读。What you will learn用目标检测 AP...

Learn to solve challenging data science problems by building powerful machine learning models using PythonAbout This BookUnderstand which algorithms to use in a given context with the help of this exciting recipe-based guideThis practical tutorial tackles real-world computing problems through a rigorous and effective approachBuild state-of-the-art models and develop personalized recommendations to perform machine learning at scal...

Start with the basics of reinforcement learning and explore deep learning concepts such as deep Q-learning, deep recurrent Q-networks, and policy-based methods with this practical guideKey FeaturesUse TensorFlow to write reinforcement learning agents for performing challenging tasksLearn how to solve finite Markov decision problemsTrain models to understand popular video games like BreakoutBook DescriptionVarious intelligent ...

Become an efficient data science practitioner by understanding Python\\'s key conceptsKey Features\[\*\] Quickly get familiar with data science using Python 3.5\[\*\] Save time (and effort) with all the essential tools explained\[\*\] Create effective data science projects and avoid common pitfalls with the help of examples and hints dictated by experienceBook DescriptionFully expanded and upgraded, the second edition of Pyth...

Learn to build powerful machine learning models quickly and deploy large-scale predictive applicationsKey Features\[\*\]Design, engineer and deploy scalable machine learning solutions with the power of Python\[\*\]Take command of Hadoop and Spark with Python for effective machine learning on a map reduce framework\[\*\]Build state-of-the-art models and develop personalized recommendations to perform machine learning at scaleBook D...

Learn the art of regression analysis with PythonKey Features\[\*\] Become competent at implementing regression analysis in Python\[\*\] Solve some of the complex data science problems related to predicting outcomes\[\*\] Get to grips with various types of regression for effective data analysisBook DescriptionRegression is the process of learning relationships between inputs and continuous outputs from example data, which enab...

"Esta substanciosa obra a respeito da atuação do Ministério Público na resolução consensual e no tratamento adequado dos conflitos envolvendo direitos fundamentais, foi concebida sob o importante enfoque, que nos é muito caro, de acesso efetivo, tempestivo e adequado à ordem jurídica justa. Conforme esclarecem os ilustres coordenadores da obra, o projeto nasceu da consideração de que 'o dogma da indisponibilidade do direito não configura óbice à resolução consensual e ao tratamento adequad...