Tabla de Contenidos: “…Data Programming -- Querying Data -- Understanding Big Data Processing -- Big Data Stages -- ETL, ELT, ELTL -- Analytics Types -- Big Data Layers -- Summary -- Exam Essentials -- Review Questions -- Part II Design and Implement Data Storage -- Chapter 3 Data Sources and Ingestion -- Where Does Data Come From? …”

“…Second-in-Command, First in Excellence invites readers to think differently about this critical role. Geared toward leaders who have or want a 2iC as well as 2iCs themselves, this book both demonstrates the value of the 2iC position and serves as a tool for professional development…”

Tabla de Contenidos: “…Review Questions -- Chapter 5 Data Processing and Preparation -- Data Transformation -- Encoding -- Scaling and Normalization -- Transformation Functions -- Structural Transformation -- Feature Extraction -- Data Enrichment and Augmentation -- Ground Truth Labeling -- Feature Engineering -- Merging and Combining Data -- Data Cleaning -- Identifying Data Errors -- Handling Inconsistent Data -- Addressing Duplicate Data -- Resolving Missing Data -- Dealing with Outliers -- Handling Class Imbalance -- Undersampling -- Oversampling -- Summary -- Exam Essentials -- Review Questions -- Chapter 6 Modeling and Evaluation -- Types of Models -- Regressors -- Classifiers -- Temporal Models -- Model Design Concepts -- The Holdout Method -- The Bias-Variance Trade-off -- Feature Selection -- Cross-Validation -- Bootstrapping -- Hyperparameter Tuning -- Model Evaluation -- Regressor Performance Metrics -- Classifier Performance Metrics -- Summary -- Exam Essentials -- Review Questions -- Chapter 7 Model Validation and Deployment -- Model Validation -- Performance Metrics -- Inference Performance -- Design Constraints -- Business Requirements Alignment -- Benchmarking -- Communicating Results -- Data -- Visuals -- Stakeholders -- Ethics -- Accessibility -- Documentation -- Model Deployment -- Containerization -- Virtualization -- Cluster Deployment -- Cloud Deployment -- On-Premises Deployment -- Hybrid Deployment -- Edge Deployment -- Machine Learning Operations (MLOps) -- Automation -- Versioning -- Testing -- Monitoring -- Summary -- Exam Essentials -- Review Questions -- Chapter 8 Unsupervised Machine Learning -- Association Rules -- Identifying Strong Rules -- Clustering -- Centroid-Based Clustering -- Connectivity-Based Clustering -- Density-Based Clustering -- Dimensionality Reduction -- Feature Extraction -- Recommender Systems -- Collaborative Filtering…”

“…The next step on the journey is a discussion of how to organize code into projects and groups, along with defining access permissions using roles. You’ll also examine the various planning tools provided by GitLab. …”

“…Its subject matter will also resonate with those working in anthropology, sociology, museology and other areas where death, burial and the role of material culture in people's lives are key contemporary issues…”

“…À travers les aménagements et la gestion des confits, l’environnement apparaît enfin en tant que sujet de négociations et objet de jeux d’acteurs complexes au sein desquels les pouvoirs publics jouent un rôle souvent difficile, à l’interface entre des intérêts divergents…”

“…As the National Aeronautics and Space Administration (NASA) and Congress discuss the next generation of NASA's missions and the U.S. role in international space efforts, it is important to understand the ethical factors that drive decision making about health standards and mission design for NASA activities. …”

“…Some of these social changes include multiculturalism and its associated diversity of values; the transition to the digital era with its new demands on confidentiality, clinical boundaries, and privacy; the empowerment of psychiatric service users as full participants and co-producers of care; the development of new technologies of assessment and treatment, varying in their invasiveness and risk; the recognition of expanded social roles for psychiatrists, and the associated virtues of psychiatric citizenship; and the development of new practice models, settings, participants, and oversight, all of which represent profound challenges and opportunities for the ethical practice of psychiatry. …”

“…Lessons Covered Include: 1.0 Course Introduction: Building Secure and Efficient GitHub Workflows 1.1 Introduction to Authentication and Security: Ensuring Your GitHub Account's Integrity 1.2 Securing Account with 2FA 1.3 Understanding Access Permissions 1.4 Enterprise Managed Users (EMUs) Explained 1.5 Introduction to GitHub Administration: Configuring and Managing Repositories and Organizations 1.6 Enabling and Disabling Features 1.7 Repository Permission Levels Explained 1.8 Setting Repository Visibility Options 1.9 Repository Privacy Settings and Options 2.0 Features and Options in the Security Tab 2.1 Understanding Repository Insights 2.2 Managing Collaborators in GitHub 2.3 Managing Organization Settings 2.4 Members, Teams, and Roles in a GitHub Organization 2.5 Next Steps: Continuing Your GitHub Mastery Journey Learning Objectives Learn GitHub's authentication and security measures Learning to build solutions with robust repository management Learning the key syntax and features of GitHub Administration and Security Additional Popular Resources Assimilate OpenAI 52 Weeks of AWS-The Complete Series Microsoft Azure Fundamentals (AZ-900) Certification AWS Solutions Architect Professional (SAP-C02) 2023 Assimilate Python From Zero…”

Tabla de Contenidos: “…Bridging Representations of Gesture, Gesticulation, and Early-Twentieth-Century Dance in the City: Rilke's Veitstänzer in The Notebooks of Malte Laurids Brigge -- 5. …”

“…It examines the key themes that define professional team sports today, including the unique features of the team sport market place, the operation of leagues, competitive balance, salary caps, draft systems, income from broadcasting rights, the role of agents, and governance and financial regulation. …”

“…Kane, will teach you how to think about Terraform's role in your stack and then explore the tool and how it can be used to manage any API driven environment. …”

“…Whether you are a data analyst, data scientist, business analyst, or data engineer, this course will provide you with the knowledge and tools to excel in your role. Python is a versatile language that offers powerful libraries for data manipulation, visualization, and machine learning, making it the go-to choice for data professionals. …”

“…You want to understand the role of security in complex systems. Recommended follow-up: Read Learning DevSecOps (early release book) Read Security Chaos Engineering (book) Watch Software Development Hour with Sam Newman: Building Secure Software with Laura Bell (video) Please note that slides or supplemental materials are not available for download from this recording. …”

Tabla de Contenidos: “…Challenging judicial independence by enhancing accountability -- Populism and executive power -- Term limits and rule by Decree -- Guardrails and institutions -- Rejecting democracy -- Power to the people -- Empowered democracy…”

“…No matter the topic-the necessity of ethics, intriguing human behavior experiments, provocative approaches to decision making, new theories to understand ethical actions, the role of ethics codes, whistleblowing incidents, corruption exposés, and the grandeur as well as decay of morality-there is no shortage of controversy. …”

“…Coverage includes: The role of analytics in delivering effective messages on the web Understanding the web by understanding its hidden structures Being recognized on the web - and watching your own competitors Visualizing networks and understanding communities within them Measuring sentiment and making recommendations Leveraging key data science methods: databases/data preparation, classical/Bayesian statistics, regression/classification, machine learning, and text analytics Six complete case studies address exceptionally relevant issues such as: separating legitimate email from spam; identifying legally-relevant information for lawsuit discovery; gleaning insights from anonymous web surfing data, and more. …”

“…La transferencia de la cultura patrialcal del mundo no virtual al mundo virutal sistenta la seguridad de proseguir con una socialización diferencial transmisora de estereotipos y roles de género en la red. La diversificación de los usos que chicos y chicas hacen de las TIC e Internet responde a una realidad social-digital diferenciada por el género. …”

“…"En un abrir y cerrar de ojos -escribe Axel Honneth- se intercambiaron los roles de dos grandes adversarios del siglo XIX: el futuro parece pertenecerle a la religión como fuerza ética; el socialismo, en cambio, es percibido como criatura intelectual del pasado". …”

“…It explores the panoply of governing roles that kingship involved - administrative, military, judicial, economic, religious and symbolic - but focusing on its connection with the sacred. …”