“…This is the only book on Web 2.0 that: Covers Web 2.0 from the perspective of every participant and stakeholder, from consumers to product managers to technical professionals Provides a view of both the underlying technologies and the potential applications to bring you up to speed and spark creative ideas about how to apply Web 2.0 Introduces Web 2.0 business applications that work, as demonstrated by actual Cisco® case studies Offers detailed, expert insights into the technical infrastructure and development practices raised by Web 2.0 Previews tomorrow’s emerging innovations—including “Web 3.0,” the Semantic Web Provides up-to-date references, links, and pointers for exploring Web 2.0 first-hand Krishna Sankar, Distinguished Engineer in the Software Group at Cisco, currently focuses on highly scalable Web architectures and frameworks, social and knowledge graphs, collaborative social networks, and intelligent inferences. Susan A. Bouchard is a senior manager with US-Canada Sales Planning and Operations at Cisco. …”

“…Whether you’re a business intelligence or database professional, power user, developer, or consultant, this book will help you create superior Xcelsius dashboards--and make better decisions. …”

“…But for marketers willing to work hard, and work intelligently, it is the brand-building opportunity of a lifetime. …”

“…What you will learn Master the frameworks, models, and techniques that enable machines to 'learn' from data Use scikit-learn for machine learning and TensorFlow for deep learning Apply machine learning to image classification, sentiment analysis, intelligent web applications, and more Build and train neural networks, GANs, and other models Discover best practices for evaluating and tuning models Predict continuous target outcomes using regression analysis Dig deeper into textual and social media data using sentiment analysis Who This Book Is For If you know some Python and you want to use machine learning and deep learning, pick up this book. …”

“…What you will learn Set up a game development environment in Android Studio Implement screen locking, screen rotation, pixel graphics, and play sound effects Respond to a player's touch, and program intelligent enemies who challenge the player in different ways Learn game development concepts, such as collision detection, animating sprite sheets, simple tracking and following, AI, parallax backgrounds, and particle explosions Animate objects at 60 frames per second (FPS) and manage multiple independent objects using Object-Oriented Programming (OOP) Understand the essentials of game programming, such as design patterns, object-oriented programming, Singleton, strategy, and entity-component patterns Learn how to use the Android API, including Activity lifecycle, detecting version number, SoundPool API, Paint, Canvas, and Bitmap classes Build a side-scrolling shooter and an open world 2D platformer using advanced OOP concepts and programming patterns Who this book is for Learning Java by Building Android Games is for you if ..…”

“…What you will learn Write scripts for customizing various aspects of a game, such as physics, gameplay, and UI Program rich shaders and effects using Unity's new Shader Graph and Universal Render Pipeline Implement postprocessing to increase graphics quality with full-screen effects Create rich particle systems for your Unity games from scratch using VFX Graph and Shuriken Add animations to your game using the Animator, Cinemachine, and Timeline Implement game artificial intelligence (AI) to control character behavior Detect and fix optimization issues using profilers..…”

“…Findata Day: hours of data-meets-finance sessions delivered by some of the world's top bankers, analysts, entrepreneurs, financiers, and technologists, including Martin Leijen (Rabobank) on Rabobank's AI-enabling Data and Intelligence Lab; Charlotte Werger (Van Lanschot Kempen) on transforming a traditional wealth manager to a cutting-edge data-driven company; and Daniel First (QuantumBlack) on how to operationalize risk management with machine learning. …”

“…Advanced analysis practitioners, business intelligence developers, and database consultants dealing with performance tuning will also find this book useful. …”

“…Finally, you'll explore generative modeling-based methods and discover the key considerations for building systems that exhibit human-level intelligence. By the end of this book, you'll be well-versed with the different one- and few-shot learning methods and be able to use them to build your own deep learning models. …”

“…Toward the end, you'll find out how to profile data in the cloud and automate service creation with Business Intelligence Markup Language (BIML). By the end of this book, you'll have developed the skills you need to create and automate ETL solutions on-premises as well as in Azure. …”

“…What you will learn Understand core RL concepts including the methodologies, math, and code Train an agent to solve Blackjack, FrozenLake, and many other problems using OpenAI Gym Train an agent to play Ms Pac-Man using a Deep Q Network Learn policy-based, value-based, and actor-critic methods Master the math behind DDPG, TD3, TRPO, PPO, and many others Explore new avenues such as the distributional RL, meta RL, and inverse RL Use Stable Baselines to train an agent to walk and play Atari games Who this book is for If you're a machine learning developer with little or no experience with neural networks interested in artificial intelligence and want to learn about reinforcement learning from scratch, this..…”

“…You'll learn some advanced techniques for searching and finding information, and you'll be taken through business intelligence in Odoo. Towards the end of the book, you'll go in-depth into Odoo's architecture and learn to use Odoo's API to integrate with other applications. …”

“…Other LiveLessons videos from Brien Posey include, Practical Windows PowerShell Scripting ; Microsoft Exchange Server 2016 ; Building, Managing, and Migrating Virtual Machines with Hyper-V and Azure , and most recently; PowerShell for Business Intelligence and Big Data Analytics . Skill Level Beginner to Intermediate Learn How To Deploy Microsoft Exchange Deploy System Center Virtual Machine Manager Create a hybrid Exchange Server deployment with Office 365 Configure Office 365 to use Azure AD Create virtual machines in Azure and Hyper-V and manage them using Virtual Machine Manager Manage mobile devices using Intune Who Should Take This Course Anyone who needs to make their on-premises Microsoft servers work with public cloud services such as Office 365, Microsoft Azure, or Microsoft Intune Course Requirements A basic understanding of Windows Server and general networking. …”

“…What you will learn Use NLP techniques for understanding, processing, and generating text Understand PyTorch, its applications and how it can be used to build deep linguistic models Explore the wide variety of deep learning architectures for NLP Develop the skills you need to process and represent both structured and unstructured NLP data Become well-versed with state-of-the-art technologies and exciting new developments in the NLP domain Create chatbots using attention-based neural networks Who this book is for This PyTorch book is for NLP developers, machine learning and deep learning developers, and anyone interested in building intelligent language applications using both traditional NLP approaches and deep learning architectures. …”

“…About the Instructor David Mertz has been involved with the Python community for 20 years, with data science, (under various previous names) and with machine learning since way back when it was more likely to be called ‚Äúartificial intelligence.‚Äù He was a director of the Python Software Foundation for six years and continues to serve on, or chair, a variety of PSF working groups. …”

“…AWS is continuing to make great strides to innovate their Artificial Intelligence and Machine Learning Platform. The concepts learned in this course will provide you with the foundation to build your own innovative systems on this dynamic platform. …”

“…What you will learn Find out how to visualize data using Grafana Understand how to work with the major components of the Graph panel Explore mixed data sources, query inspector, and time interval settings Discover advanced dashboard features such as annotations, templating with variables, dashboard linking, and dashboard sharing techniques Connect user authentication to Google, GitHub, and a variety of external services Find out how Grafana can provide monitoring support for cloud service infrastructures Who this book is for This book is for business intelligence developers, business analysts, data analysts, and anyone interested in performing time-series data analysis and monitoring using Grafana. …”

“…You'll receive a hand-picked lineup of executive briefings on key issues, such as predictive analytics and machine learning, Cloud strategy, governance security and privacy, IoT, and artificial intelligence. The 23 tutorials included in the compilation cover big data topics such as a review of Apache Spark 2.0 core concepts; an exploration of stream processing from the basics through Apache Beam; a practical look at how to do scalable, end-to-end data science in R on single machines and on Spark clusters; overviews of how to get started in Tensor Flow, architect a data platform, Scala and Spark, build data applications in AWS, build a data pipeline with Kafka, secure your Hadoop clusters; and how to visualize large, complex datasets with R, Hadoop, and Spark. …”

“…Srivas (Chief Data Architect, Uber) on the real-time intelligence that drives Uber; and Anthony Goldbloom (CEO, Kaggle) on lessons learned from the million(!) …”

“…Next, they systematically address both “classic” techniques and the most promising new approaches from economics, finance, sociology, anthropology, and the intelligence and futurist communities. For the first time, one book covers Nine Forces, Competitive Positioning, Business Model, Supply Chain Analyses, Benchmarking, McKinsey 7S, Shadowing, Product Line, Win/Loss, Strategic Relationships, Corporate Reputation, Critical Success Factors, Driving Forces, Country Risk, Technology Forecasting, War Gaming, ..…”