“…Marketing data -- from buyer behavior to statistics on marketing campaign effectiveness and ROI -- is already available to B2B marketers in various Martech platforms they are already using or can be made readily available with some changes to data collection and integration efforts tied to each company's key performance indicators (KPIs), yet most B2B marketing teams do not take advantage of this information. …”

“…What You'll Learn: Understand what anomaly detection is and why it is important in today's world Become familiar with statistical and traditional machine learning approaches to anomaly detection using Scikit-Learn Know the basics of deep learning in Python using Keras and PyTorch Be aware of basic data science concepts for measuring a model's performance: understand what AUC is, what precision and recall mean, and more Apply deep learning to semi-supervised and unsupervised anomaly detection…”

“…He teaches you how deep learning extends the machine learning algorithm of neural networks to learn complex tasks that are difficult for computers to perform, such as recognizing faces and understanding languages. …”

“…You will: Implement security for the .NET Core runtime for cross-functional workloads Work with code style and review guidelines to improve the security, performance, and maintenance of components Add to DevOps pipelines to scan code for security vulnerabilities Deploy software on a secure infrastructure, on Docker, Kubernetes, and cloud environments…”

“…A data scientist and software engineer formerly with True Car, Hollin has worked with machine learning, high-performance microservices, and software development since 2011. …”

“…Understanding the voice of the customer is paramount--not doing so could lead to product performance issues and loss of market share. In addition, repeated customer dissatisfaction permeates internal workplace culture--employees begin to feel that they are producing products disconnected from end users' needs and wants…”

“…What You Will Learn Explore a dataset with Pandas Transform variables in a dataset to account for non-linearities and optimize predictions Tune model hyperparameters and score model performance to determine the best model for a given dataset Use statistical modeling to make recommendations to shareholders Who This Video Is For Software professionals with knowledge of Python basics and data scientists looking to apply data science to industry…”

“…Other tips and best practices include: Building Pester tests Improving performance through parallel processing Writing cross-platform scripts Using filtering properly After reading this book and applying these tips, you will have an expert coding mindset and be able to build PowerShell code that’s efficient, readable, and compliant with many best practices. …”

“…Finally, we’ll end up honing some best practices to keep the APIs secure, maintainable, and performant. By the end of this course, you will have a good grasp of APIs, HTTP, REST, OAuth 1.0a, API testing, and API security. …”

“…Discover the power of storytelling and generate effective content ideas Plan a long-term content strategy and a content creation framework Create great content, promote it, measure it, and analyze its performance Extend your content’s value, become a more effective writer, and develop a growth mentality Effective content is worth its weight in marketing gold. …”

“…Explore SQL Server 2019’s toolset, including the improved SQL Server Management Studio, Azure Data Studio, and Configuration Manager Design, implement, manage, and govern on-premises, hybrid, or Azure database infrastructures Install and configure SQL Server on Windows and Linux Master modern maintenance and monitoring with extended events, Resource Governor, and the SQL Assessment API Automate tasks with maintenance plans, PowerShell, Policy-Based Management, and more Plan and manage data recovery, including hybrid backup/restore, Azure SQL Database recovery, and geo-replication Use availability groups for high availability and disaster recovery Protect data with Transparent Data Encryption, Always Encrypted, new Certificate Management capabilities, and other advances Optimize databases with SQL Server 2019’s advanced performance and indexing features Provision and operate Azure SQL Database and its managed instances Move SQL Server workloads to Azure: planning, testing, migration, and post-migration…”

“…Additionally, it covers asset allocation using R, financial risk modeling and portfolio optimization using R, global and local optimal values, locating functional maxima and minima, and portfolio optimization by performance analytics in CRAN. Covers optimization methodologies in probabilistic calculus for financial engineering Answers the question: What does a "Random Walk" Financial Theory look like? …”

“…Author of the O'Reilly video series "Using Analytics to Inform Product Design" and the book Elements of a Successful Website , Matthew is Google Analytics certified and has worked in the web performance analytics field since 2001. He holds a Master's in Applied Science, Information, Communication and Technology from the University of Denver…”

“…New OpenGL features covered in this edition include Best practices and sample code for taking full advantage of shaders and the entire shading pipeline (including geometry and tessellation shaders) Integration of general computation into the rendering pipeline via compute shaders Techniques for binding multiple shader programs at once during application execution Latest GLSL features for doing advanced shading techniques Additional new techniques for optimizing graphics program performance…”

“…In this section you also learn how to use the powerful Spotlight search feature to perform some tasks that might surprise you, but are guaranteed to help you save time. …”

“…Coverage includes Understanding recent dramatic changes in enterprise software delivery requirements and practices Overcoming false assumptions, outdated data and delivery models, and inexperience with strategy, innovation, education, or research Incorporating integrators and partners in centers of excellence that specialize in delivering business value Establishing team-based practices that encourage agility, scalability, and quality Building adaptive software factories that integrate real-time feedback and respond rapidly to change Using virtualized collaborative infrastructure to connect worldwide teams for developing software, assembling solutions, and delivering results Transcending barriers related to geography, organization, skills, and culture If you’re an enterprise software leader, strategist, or practitioner, this book can help you improve every facet of performance you care about, including agility, quality, predictability, innovation, and value…”

“…Coverage includes • Mastering all of the JavaScript concepts and terminology you need to write new programs or efficiently modify existing code • Creating robust, secure code for both the design and development levels • Maximizing usability, reusability, accessibility, clarity, security, and performance • Taking full advantage of the browser environments your code will run in • Accessing the DOM to create behaviors and data interactions • Storing data for easy and efficient access • Using variables, functions, loops, and other core language features • Interacting with users through events • Communicating with servers through Ajax • Improving your productivity with JavaScript libraries…”

“…For your existing ProtecTIER solution, this guide provides preferred practices and suggestions to boost the performance and the effectiveness of the data deduplication with regards to your application platforms for your VTL, OST, and FSI systems. …”

“…WHATEVER YOUR ROLE IN THE BUSINESS, YOU’LL LEARN HOW TO: Launch a blog that truly represents the best of your business Create a comprehensive, long-term blogging strategy to maximize the return on investment (ROI) from your blog Staff your blogging initiative Integrate blogs with other offline and online marketing programs, including social networking websites Use your blog to drive customers and prospects to the business Push up-to-the-minute information to customers via RSS Build a thriving online community—and learn from what it tells you Manage comments (and decide whether to have them) Operate successful contests and sweepstakes campaigns on your blog Utilize podcasts, vlogs, microblogging, and other new techniques Gain business value from hot new Web 3.0 technologies, including widgets, mashups, personal agents, and the Semantic Web Track your blog performance, spot and respond to trends, and translate and report data you receive from your blog…”

“…CUTTING-EDGE COVERAGE OF THESE TOPICS AND MUCH MORE: Creating effective web/online marketing plans and budgets Integrating online and traditional marketing Designing great sites--including ecommerce sites Getting actionable answers from web analytics Profiting from search engine marketing (SEM) and optimization (SEO) Executing winning pay-per-click and display ad campaigns Developing effective email lists and campaigns Building two-way conversations with customers and prospects Marketing on Facebook, Twitter, and other social media Creating an online PR media room Marketing through YouTube and podcasts Selling through iPhone and Android apps Managing web/online marketing coherently and efficiently Tracking performance--and improving it! Technical accuracy guaranteed by Econsultancy’s Rebecca Lieb…”