“…What You Will Learn Become acquainted with Python in the first two chapters Run CAPM, Fama-French 3-factor, and Fama-French-Carhart 4-factor models Learn how to price a call, put, and several exotic options Understand Monte Carlo simulation, how to write a Python program to replicate the Black-Scholes-Merton options model, and how to price a few exotic options Understand the concept of volatility and how to test the hypothesis that volatility changes over the years Understand the ARCH and GARCH processes and how to write related Python programs In Detail This book uses Python as its computational tool. Since Python is free, any school or organization can download and use it. …”

“…Find links to more study tools and resources (incl..…”

“…In other words (no matter if your task is easy, medium or complex) having this knowledge under your tool belt is a must, not an option. By the end of this book, you will have gained a strong understanding of Java concepts and have the confidence to develop and choose the right solutions to your problems. …”

“…By the end of this book, you'll be well-versed with deep learning concepts and have the knowledge you need to use specific algorithms with various tools for different tasks. What you will learn Implement RNNs and Long short-term memory for image classification and Natural Language Processing tasks Explore the role of CNNs in computer vision and signal processing Understand the ethical implications of deep learning modeling Understand the mathematical terminology associated with deep learning Code a GAN and a VAE to generate images from a learned latent space Implement visualization techniques to compare AEs and VAEs Who this book is for This book is for aspiring data scientists and deep learning engineers who want to get started with the fundamentals of deep learning and neural networks. …”

“…What you will learn Create and automate end-to-end machine learning workflows on Amazon Web Services (AWS) Become well-versed with data annotation and preparation techniques Use AutoML features to build and train machine learning models with AutoPilot Create models using built-in algorithms and frameworks and your own code Train computer vision and NLP models using real-world examples Cover training techniques for scaling, model optimization, model debugging, and cost optimization Automate deployment tasks in a variety of configurations using SDK and several automation tools W..…”

“…About the Instructor Unity Technologies is the creator of the worlds most widely used real-time 3D (RT3D) development platform, giving developers around the world the tools to create rich, interactive 2D, 3D, VR and AR experiences. …”

“…We even take a look at how Kotlin can help you write your own DSLs. We build up a tool set to help make you the most productive and happy Kotlin developer you can be. …”

“…About the Instructor Unity Technologies is the creator of the worlds most widely used real-time 3D (RT3D) development platform, giving developers around the world the tools to create rich, interactive 2D, 3D, VR and AR experiences. …”

“…You’ll learn: Seven Immutable Rules of Sales Negotiation Why “Win-Win” Usually Means “You-Lose” The One Rule of Sales Negotiation You Must Never Break How to Leverage the Powerful MLP Strategy to Bend Win Probability in Your Favor The ACED Buyer Persona Model and How to Flex to Buyer Communication Styles Seven Principles of Effective Sales Negotiation Communication How to Leverage the DEAL Sales Negotiation Framework to Control the Negotiation Conversation and Get Ink How to Gain the Advantage with Comprehensive Sales Negotiation Planning Strategies and Tools Powerful Negotiation Psychology and Influence Frameworks that Keep You in Control of the Conversation How to Rise Above the Seven Disruptive Emotions that are Holding You Back at the Sales Negotiation Table How to Protect Yourself from the Psychological Games that Buyers Play With these powerful ta..…”

“…In a bid to help you automatically create new features that improve your model, the book demonstrates how to use the automated feature engineering tool. You'll also understand how to use the orchestration and scheduling workflow to deploy machine learning models in batch.By the end of this book, you'll have the skills to start working on data science projects confidently. …”

“…What you will learn Explore MQTT programming with Arduino Discover how to make your prototypes talk to each other Send MQTT messages from your smartphone to your prototypes Discover how you can make websites interact with your prototypes Learn about MQTT servers, libraries, and apps Explore tools such as laser cutting and 3D printing in order to build robust prototype cases Who this book is for If you are an IoT developer or enthusiast who wants to start building IoT prototypes using MQTT, this book is for you. …”

“…By the end of the book, you'll have the tools and skills required to build and maintain modern WordPress websites with the latest technologies and be able to find quick solutions to common WordPress problems. …”

“…This course shows you how to: Use the tools you'll need to scan networks, crack passwords, analyze and intercept traffic, discover code vulnerabilities, and compromise resources Recognize vulnerabilities within a system, run exploits, and suggest solutions to the client to remediate these weak points Practice your pen testing skills within a virtual environment, including using Oracle VM manager, Kali Linux, Metasploitable, and DVWA Scope, plan and execute a pentest engagement from start to finish All the code and supporting file..…”

“…You'll also get to grips with embedded macros and other advanced tools to enhance productivity and explore topics relating to app performance and security. …”

“…You will: Implement Big Data Clusters with SQL Server, Spark, and HDFS Create a Data Hub with connections to Oracle, Azure, Hadoop, and other sources Combine SQL and Spark to build a machine learning platform for AI applications Boost your performance with no application changes using Intelligent Performance Increase security of your SQL Server through Secure Enclaves and Data Classification Maximize database uptime through online indexing and Accelerated Database Recovery Build new modern applications with Graph, ML Services, and T-SQL Extensibility with Java Improve your ability to deploy SQL Server on Linux Gain in-depth knowledge to run SQL Server with containers and Kubernetes Know all the new database engine features for performance, usability, and diagnostics Use the latest tools and methods to migrate your database to SQL Server 2019 Apply your knowledge of SQL Server 2019 to Azure…”

“…The Data Engineering & Architecture collection offers sessions on the pitfalls, tools, technologies, and design consideration surrounding the building of robust data pipelines. …”

“…Next, you'll get up to speed with designing and building SQL Server Integration Services (SSIS) data warehouse packages using SQL server data tools. Toward the concluding chapters, you'll discover how to develop SSIS packages designed to maintain a data warehouse using the data flow and other control flow tasks. …”

“…This Learning Path includes content from the following Packt products: Implementing Splunk 7 - Third Edition by James Miller Splunk Operational Intelligence Cookbook - Third Edition by Paul R Johnson, Josh Diakun, et al What you will learn Master the new offerings in Splunk: Splunk Cloud and the Machine Learning Toolkit Create efficient and effective searches Master the use of Splunk tables, charts, and graph enhancements Use Splunk data models and pivots with faster data model acceleration Master all aspects of Splunk XML dashboards with hands-on applications Apply ML algorithms for forecasting and anomaly detection Integrate advanced JavaScript charts and leverage Splunk's API Who this book is for This Learning Path is for data analysts, business analysts, and IT administrators who want to leverage the Splunk enterprise platform as a valuable operational intelligence tool. Existing Splunk users who want to upgrade and get up and running with Splunk 7.x will also find this book useful. …”

“…By the end of this book, you'll have mastered the essential concepts, tools, and libraries of PyTorch to develop your own deep neural networks and intelligent apps. …”

“…Read this book, and you'll learn how to: Fight software rot Learn continuously Avoid the trap of duplicating knowledge Write flexible, dynamic, and adaptable code Harness the power of basic tools Avoid programming by coincidence Learn real requirements Solve the underlying problems of concurrent code Guard against security vulnerabilities Build teams of Pragmatic Programmers Take responsibility for your work and career Test ruthlessly and effectively, including property-based testing Implement the Pragmatic Starter Kit Delight your users Written as a series of self-contained sections and filled with classic and fresh anecdotes, thoughtful examples, and interesting analogies, The Pragmatic Programmer illustrates the best approaches and major pitfalls of many different aspects of software development. …”