“…To better grasp the concepts explained in this book, you must have a thorough understanding of advanced mathematical concepts, such as Markov chains, Euler's formula, and Runge-Kutta methods as the book only explains how these techniques and concepts can be implemented in Py..…”

“…By the end of The Machine Learning Workshop, you'll not only have learned the difference between supervised and unsupervised models and their applications in the real world, but you'll also have developed the skills required to get started with programming your very own machine learning algorithms. What you will learn Understand how to select an algorithm that best fits your dataset and desired outcome Explore popular real-world algorithms such as K-means, Mean-Shift, and DBSCAN Discover different approaches to solve machine learning classification problems Develop neural network structures using the scikit-learn package Use the NN algorithm to create models for predicting future outcomes Perform error analysis to improve your model's performance Who this book is for The Machine Learning Workshop is perfect for machine learning beginners. …”

“…Anyone with a working knowledge of managing identity, access, policies, updates, and apps can take this exam. Although not necessary, experience with Microsoft 365 workloads, Windows 10 devices, and non-Windows devices will be helpful…”

“…The practical concepts presented in this book can be applied in various disciplines to enhance decision-making processes with data analysis and synthesis. …”

Tabla de Contenidos: “…The Ingestion Architecture -- 5. The Role of the Data Lake -- 6. The Role of the Data Contract -- 7. …”

“…Finally, you'll explore CNN, recurrent neural network (RNN), and GAN models and their application. …”

Tabla de Contenidos: “…Chapter 1: Introduction to the Microsoft Conversational AI Platform -- Chapter 2: Introduction to the Microsoft Bot Framework -- Chapter 3: Introduction to Azure Cognitive Services -- Chapter 4: Design Principles of a Chatbot -- Chapter 5: Building a Chatbot -- Chapter 6: Testing a Chatbot -- Chapter 7: Publishing a Chatbot -- Chapter 8: Connecting a Chatbot with Channels…”

“…Finally, you'll use the Bokeh library to create dynamic visualizations that can be integrated into any web page. By the end of this workshop, you'll have learned how to present engaging mission-critical insights by creating impactful visualizations with real-world data. …”

“…By the end of this book, you'll have learned how to construct and deploy simulation models of your own to overcome real-world challenges. What you will learn Gain an overview of the different types of simulation models Get to grips with the concepts of randomness and data generation process Understand how to work with discrete and continuous distributions Work with Monte Carlo simulations to calculate a definite integral Find out how to simulate random walks using Markov chains Obtain robust estimates of confidence intervals and standard errors of population parameters Discover how to use optimization methods in real-life applications Run efficient simulations to analyze real-world systems Who this book is for Hands-On Simulation Modeling with Python is for simulation developers and engineers, model designers, and anyone already familiar with the basic computational methods that are used t..…”

Tabla de Contenidos: “…Fundamentals of CRM with Dynamics 365 and Power Platform: Enhance your customer relationship management by extending Dynamics 365 using a no-code approach…”

“…With the help of easy-to-follow instructions, you’ll build your first bot and discover how you can automate tasks with Excel, Word, emails, XML, and PDF files. …”

“…This video will be of particular interest to those who are studying for the CCNA and CCNP Routing and Switching certifications which have begun addi..…”

“…This guide is a must-read for all professionals—from boards of directors to front-line sales managers, and from chief marketing officers to recruiting, IT, and compliance directors—who need to understand the digital transformation taking place not only in their own department but in all departments. Only with this broader understanding can functional leaders effectively collaborate on delivering a cohesive customer experience spanning previous organizational silos. …”

“…• Master core skills you can use in every Office 2016 for Mac program • Quickly create visual documents with advanced formatting and graphics • Build complex documents with columns, footnotes, headers, and tables • Enter and organize Excel data more accurately and efficiently • Quickly move, copy, delete, and format large amounts of data with Excel ranges • Use charts to make data more visual, intuitively understandable, and actionable • Add pizzazz to PowerPoint slide shows with animations and transitions • Use Outlook 2016 for Mac to efficiently manage your email, contacts, and calendar • Bring all your ideas and notes together in a OneNote notebook • Enhance your OneNote notebooks with links, files, and more • Customize your Office applications to work the way you do • Store and share your Office files in the cloud with Microsoft OneDrive • Collaborate with others, including people using other versions of Office…”

“…He is a frequent speaker at PyCon. Although Python is his current language of choice, he also has significant experience with systems programming in C, C++, and assembly language. …”

“…In the third video of this acclaimed series on software architecture fundamentals, Neal Ford and Mark Richards focus exclusively on the often-neglected area of soft skills. Knowing the ins and outs of programming and technology is only one side of a software architect’s skillset. …”

Tabla de Contenidos: “…Introduction : how change happens -- Turn grassroots gold -- Sharpen your 10/10/10/20 = 50 vision -- Change hearts and policy -- Reckon with adversarial allies -- Break from business as usual -- Be leaderfull -- Conclusion : where we go from here…”

Tabla de Contenidos: “…-- Bringing It All Together -- Chapter 14: Peak Leadership Practices -- The Practices -- Practice 1: Embody an Inherently Positive View of Human Nature -- Practice 2: Create the Conditions for People to Live Their Calling -- Practice 3: Promote and Measure the Value of Intangibles -- Practice 4: Ability to Move Fluidly Between Being a Transactional and a Transformational Leader -- Practice 5: Nurture, Value, and Evolve Corporate Culture as Your Ultimate Differentiator -- Practice 6: Calibrate the Balance Between Conscious and Capitalism -- Practice 7: Disrupt the Customer Pyramid with Consistent, New Innovations at the Peak -- Practice 8: Lead to Peak (In Other Words, You're Always a Role Model and a Sherpa) -- In Sum -- Chapter 15: Creating a Self-Actualized Life -- Job, Career, Calling -- The Qualities of a Self-Actualized Person -- Using Pyramids to Set Priorities -- Climbing Higher -- Appendix: Peak Managerial Assessment -- Notes -- References -- Acknowledgments…”

Tabla de Contenidos: “…Working with Other Data -- 5. Classification -- 6. Regression -- 7. Convolutional Neural Networks -- 8. …”

“…Therefore, learning how to build PWAs will give you a competitive edge! To ensure that you can apply the knowledge to ANY of your projects, the course project doesn't assume any JavaScript framework but focuses on the core features mentioned above!…”