Tabla de Contenidos: “…. 15 -- 1.1.2 Historical development of the understanding of disability in society 16 -- 1.1.3 Variants of the integration of people with disabilities into the labour. 18 -- 1.1.4 Success factors of the integration of people with disabilities into the labour 19 -- 1.2 Vocational Rehabilitation 22 -- 1.2.1 Purpose of vocational rehabilitation 22 -- 1.2.2 History of the development of vocational rehabilitation 23 -- 1.2.3 The realisation of Vocational Rehabilitation: A Cooperation between social security -- and enterprises . 25 -- 1.2.4 Success factors of vocational rehabilitation 28 -- 1.3 Employment of people with disability and vocational rehabilitation 30 -- 1.3.1 Delamination from diversity initiatives 30 -- 1.3.2 Delimitation from other concepts . 31 -- 1.3.3 The economic relevance of the employment of people with disabilities and -- vocational rehabilitation 32 -- 1.3.4 Political context and relevance of the employment of people with disabilities and -- vocational rehabilitation 33 -- 1.3.5 Current situation and problems in promoting the employment of people with -- disabilities and vocational rehabilitation 35 -- 1.4 Corporate Social Responsibility 38 -- 1.4.1 Delimitation from related concepts 39 -- 1.4.2 Company's ripple effect: a model for assessing the impact of socially responsible -- engagement on society and stakeholders . 40 -- 1.4.3 Benefits of CSR . 41 -- 1.4.4 CSR and Employer branding . 44 -- 1.4.5 Implementation of CRS in enterprises 47 -- 1.5 Employment of PWD and Vocational Rehabilitation as CSR strategy . 48 -- 1.5.1 The current state of research: Employment of PWD and Vocational Rehabilitation -- as CSR initiatives . 49 -- 1.5.2 Implementation and Success Factors: Employment of PWD and Vocational -- Rehabilitation as part of the CSR strategy . 51 -- 1.5.3 Benefits of a socially responsible engagement for companies . 54 -- 6 -- 1.6 The resource-based view on competitive advantages . 59 -- 1.6.1 VRIO Framework: assessment of competitive advantages 62 -- 1.6.2 Competitive advantages through better use of resources 63 -- 1.6.3 Integrated management models to assess competitive advantages 64 -- 1.7 Summary of the literature overview 67 -- 2 Aim of the scholarly work 71 -- 2.1 The main aim of the scholarly work 71 -- 2.2 Partial aims of the scholarly work . 71 -- 2.3 Deriving and defining the research questions . 72 -- 2.4 Presentation and substantiation of the research theses 73 -- 3 Methodology and research methods . 75 -- 3.1 Characteristics of the examined object 75 -- 3.2 Working methods: Case study research 76 -- 3.3 Method of data obtaining and sources used 79 -- 3.4 Used methods of evaluation and interpretation of results . 81 -- 3.5 Research design . 82 -- 3.6 Operationalisation of the case studies . 83 -- 3.6.1 Deriving the case study protocol and report 83 -- 3.6.2 Presentation of the interview guide 85 -- 3.6.3 Selection of companies for the case studies . 86 -- 4 Empirical data collection and analysis . 89 -- 4.1 Assessing the Literature . 89 -- 4.1.1 Identify the business implications of vocational rehabilitation 89 -- 4.1.2 Interim conclusion 92 -- 4.1.3 Preliminary explanatory model 94 -- 4.2 Conducting the descriptive-explorative case studies . 96 -- 4.2.1 Conducting the within-case analysis 96 -- 4.2.1.1 Case study report NW GmbH . 96 -- 4.2.1.2 Case study report AVT Verpatec GmbH 101 -- 4.2.1.3 Case study report RPM Informatik GmbH . 106 -- 4.2.1.4 Case study report Hämmerli Technik GmbH . 110 -- 4.2.1.5 Case study report Smartpedia GmbH 114 -- 4.2.1.6 Case study report Seminarhotel Lihn Gen. 117 -- 4.2.1.7 Case study report RH Ladenbaumanagement GmbH 124 -- 4.2.2 Conducting the cross-case analysis . 128 -- 7 -- 4.2.2.1 The systematisation of the Processes . 128 -- 4.2.2.2 The systematisation of the Structuring factors . 129 -- 4.2.2.3 The systematisation of the Modes of Development 131 -- 4.2.2.4 The systematisation of the Stakeholders . 132 -- 4.2.2.5 The systematisation of the Interaction issues . 135 -- 4.2.2.6 The systematisation of the Environment . 136 -- 4.2.2.7 The systematisation of the Challenges and motivation 138 -- 4.2.2.8 The systematisation of the Expenditure and returns 138 -- 4.2.2.9 The systematisation of Long-term success through CSR strategies . 140 -- 4.2.3 Interim conclusion 142 -- 4.3 Synthesis of literature and case studies . 146 -- 5 Results of the work and discussion . 155 -- 5.1 Overview of the results 155 -- 5.2 An explanatory model of the impact of vocational rehabilitation on -- business performance 158 -- 5.3 Answering the research questions . 161 -- 5.4 Examination of the research theses . 163 -- 5.5 Discussion of the results and classification in the field of research 163 -- 5.6 Discussion of the method used 166 -- 5.7 Limitations and need for further research . 168 -- 5.8 Benefits for the development of the theory and practice . 169 -- Conclusion 171 -- Bibliography 175 -- Appendices . 197 -- Interview guideline I -- Transcribed interviews II -- Qualitative content analysis: codes and their sub-codes . …”

Tabla de Contenidos: “…-- Contrats et condotte, le choix du mercenariat -- Les revenus de la guerre -- Stabilisation et nivellement de la solde -- Dons et primes -- Rançons et pillage -- Gens de pied et hommes de trait -- Du client au mercenaire suisse -- L'évolution de la solde, vers la" révolution militaire", -- Les hommes de trait, une défaillance des armées savoyardes ? …”

Tabla de Contenidos: “…-- False gods, fake prophecies -- Mystery of price -- Demon of chance -- Corporate M&Ms -- Risk taming -- Slow and quick money -- Corporate practice -- Everything is just noise -- Perfect worlds -- Financial fundamentalism -- Fata morgana -- Part 3: Alchemy -- Learning to love debt -- Fixed floor coverings -- By the bootstraps -- Leverage for everything -- Cutting to the bone -- Professor Jensen goes to Wall Street -- Drowning by numbers -- Censored loans -- High opportunity bonds -- Fallen angels -- Junk people -- Milken's mobsters -- The sweet envy of bankers -- Thank you for borrowing -- One bridge too far -- National treasure -- Private vices -- Excess returns -- Sexy private equity -- Inflight entertainment -- Selling the family silver -- Holey dollar -- Money for nothing -- Public squalor, private profits -- Locust plagues -- Vain capital -- Amateur hour -- Turbulence -- Dice with debt -- Securitisation recipes -- Slice and dice -- Almost as safe as houses -- Synthetic stuff -- Get copula-ed -- Sticky mess -- Several houses of one's own -- Cheaper cuts of mortgage -- ARMs race -- Heroes for one day -- The doomsday debt machine -- Alpha-debt soup -- In the shadow of debt -- Virtual loans -- Counting on the abacus -- Intellectual masturbation -- Used to be smart -- Chain reaction -- Phase transition -- Terra incognita -- Risk supermarkets -- Mind your derivatives -- Particle finance -- Hedging your bets -- Sewer bonds -- Harvard case studies -- The Italian job -- Betting your hedge -- TARDIS trades -- I will kill you later -- First to lose -- Toxic municipal siblings -- Playing swaps and robbers -- The Greek job -- Madman's games -- Financial arms race -- Shock-Gen -- Evil Kerviel -- Soldier monks…”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright Page -- Contents -- Language Guide -- Black -- DEI -- Intersectionality -- Neurodivergent -- Underestimated -- Part 1 Equity-It's Not Personal, It's Systemic -- Chapter 1 Beyond Good Intentions -- Good Intentions, Few Results -- The DEI Overwhelm -- Stop the Trainings -- A Perspective Shift: From Changing Mindsets to Changing Mechanics -- GEN Certification: Discovering the Equity Trim Tabs -- Is This Book for Me? …”

Tabla de Contenidos: “…Artificial intelligence (AI) -- Machine learning (ML) -- Natural language processing (NLP) -- Deep learning (DL) -- Generative AI (Gen AI) -- What is responsible AI? -- EU AI Act -- Secure AI framework (SAIF) -- AI and cybersecurity - The good, the bad, and the ugly -- The good -- The bad -- The ugly -- AI bias -- Systematic bias -- Statistical bias -- Human bias -- NIST AI RMF -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “….) -- PÁGINA LEGAL -- CONTENIDO -- ABREVIATURAS -- INTRODUCCION -- CAPÍTULO I GENERALIDADES DEL DERECHO DEL TRABAJO -- PRIN CI PIOS GENE RA LES -- EL DERE CHO DEL TRA BAJO Y LOS PRIN CI PIOS CONS TI TU CIO NA LES -- ORI GEN Y ESTRUC TURA DE LA LEY FEDE RAL DEL TRA BAJO -- CARAC TE RÍS TI CAS DEL DERE CHO DEL TRA BAJO -- PRIN CI PA LES CON CEP TOS -- AUTO RI DA DES DEL TRA BAJO -- CAPÍTULO II RELACIONES INDIVIDUALES DE TRABAJO -- LA RELA CIÓN LABO RAL Y SUS FOR MA LI DA DES -- REQUI SI TOS DE LOS CON TRA TOS DE TRA BAJO -- MODA LI DA DES DE LOS CON TRA TOS ESTA BLE CIDAS EN LA LFT -- MODI FI CA CIÓN DE LAS CON DI CIO NES GENE RA LES DE TRA BAJO -- ¿CUÁNDO ES ADMI SI BLE LA MODI FI CA CIÓN DE LAS CON DI CIO NES DE TRA BAJO? …”

Tabla de Contenidos: “…-- Posting and Algorithmic Hacks -- Automating Your Content -- Chapter 18 Key Points -- Chapter 19 Handling Online Criticism and Hate -- Step 1: Anticipating the Hate -- Step 2: Filtering the Hate -- Step 3: Learning to Love Your Haters -- Chapter 19 Key Points -- Chapter 20 TikTok Goes the Clock -- Fierce Loyalty and a Forgiving Algorithm -- Gen Z's "Come as You Are" Comfort -- The Odds Are in Your Favor -- Chapter 20 Key Points -- Chapter 21 A Crash Course on Virality -- Conducting Viral Research -- Creating Viral-Worthy Content -- Maintaining Viral Momentum -- Monetizing the Virality -- Chapter 21 Key Points -- Part IV Financial Freedom -- Chapter 22 Key Concepts for Investing Your Money -- Investing Is Personal -- If You Can Make It, You Can Invest It -- The World of Investing Is Gate-Kept with Intimidation Tactics -- Chapter 22 Key Points -- Chapter 23 Seeing Yourself as a Financially Free Person -- Step 1: Acknowledging Your Current Wealth Roadblocks -- Step 2: Using Manifestation and Affirmations -- Step 3: Having Gratitude -- Chapter 23 Key Points -- Chapter 24 The Benefits of Systems That Work in Your Place -- Believing You Can Make the Switch to Passive Income -- The Point of Passive No Return -- The Money-Retention Balancing Act -- Chapter 24 Key Points -- Chapter 25 The "Seven Streams of Income" Rule -- How Do We Know the Average Millionaire Has Seven Streams of Income? …”

Tabla de Contenidos: “…GIMP - kostenlose Bildbearbeitung -- Landscape - Bilder auf die passende Breite × Höhe bringen -- Pablo - einfach &amp -- kostenlos -- PaintShop Pro - der Klassiker -- PicMonkey - Bildbearbeitung &amp -- Design -- PolyGen - Bilder im Polygonlook -- RelayThat - Automatisierung von Bildgrößen -- Remove.bg - Bildhintergründe entfernen -- Snagit - Screenshots, Screencasts &amp -- mehr -- Stencil - Templates, Bilder &amp -- Icons für Social Media und WordPress -- Visme - Infografiken 1, 2, 3 fertig! …”

Tabla de Contenidos: “…. -- See also -- Chapter 3: Next-Generation Sequencing -- Accessing GenBank and moving around NCBI databases -- Getting ready -- How to do it... -- There's more... -- See also -- Performing basic sequence analysis -- Getting ready -- How to do it... -- There's more... -- See also -- Working with modern sequence formats -- Getting ready -- How to do it... -- There's more... -- See also -- Working with alignment data -- Getting ready -- How to do it... -- There's more... -- See also -- Extracting data from VCF files -- Getting ready -- How to do it... -- There's more... -- See also…”

Tabla de Contenidos: “…Optimizing dataflows -- Gen2 destinations -- Summary -- Chapter 9: Report and Dashboard Design -- Technical requirements -- Optimizing report layout -- Too many elements in a report -- Reduce a busy report -- Reducing queries to the semantic model -- Using the small multiples option -- Interaction optimization for slicing and dicing -- Selecting a value for a slicer -- Disabling interaction when necessary -- Using Top N to limit data -- Moving slicers to the filter pane -- Optimization for dashboard and paginated reports -- Following best practices for dashboards -- Optimizing paginated reports -- Summary -- Part 4: Data Models, Calculations, and Large Semantic Models -- Chapter 10: Dimensional Modeling and Row Level Security -- Technical requirements -- Building efficient models -- The Kimball dimensional model theory -- Designing a basic star schema -- Building a single source of truth -- Reducing dataset size -- Considering many-to-many relationships and bi-directional filtering -- Using bi-directional relationships carefully -- Avoiding pitfalls with row-level security -- General guidance for RLS configuration -- Optimize relationships -- Guidance that applies to dynamic RLS -- Summary -- Chapter 11: Improving DAX -- Technical requirements -- Understanding row and filter context -- Calculated column -- Measure -- Dissecting row context -- Discovering filter context -- Improving the performance of a calculated column -- Improving filter context for a measure -- Understanding DAX pitfalls and optimizations -- Tuning DAX -- DAX guidance -- Summary -- Chapter 12: High Scale Patterns -- Technical requirements -- Scaling with capacities and Azure Analysis Services -- Leveraging Fabric for data scale -- Throttling and smoothing in Fabric capacity -- Leveraging AAS for data and user scale -- Using QSO to achieve higher user concurrency…”

Tabla de Contenidos: “…Further reading -- Chapter 15: Ransomware Investigations -- Ransomware initial access and execution -- Initial access -- Execution -- Discovering credential access and theft -- ProcDump -- Mimikatz -- Investigating post-exploitation frameworks -- Command and Control -- Security Onion -- RITA -- Arkime -- Investigating lateral movement techniques -- Summary -- Questions -- Further reading -- Part 5: Threat Intelligence and Hunting -- Chapter 16: Malware Analysis for Incident Response -- Malware analysis overview -- Malware classification -- Setting up a malware sandbox -- Local sandbox -- Cloud sandbox -- Static analysis -- Static properties analysis -- Dynamic analysis -- Process Explorer -- Process Spawn Control -- Automated analysis -- ClamAV -- YARA -- YarGen -- Summary -- Questions -- Further reading -- Chapter 17: Leveraging Threat Intelligence -- Threat intelligence overview -- Threat intelligence types -- The Pyramid of Pain -- The threat intelligence methodology -- Sourcing threat intelligence -- Internally developed sources -- Commercial sourcing -- Open source intelligence -- The MITRE ATT&amp -- CK framework -- Working with IOCs and IOAs -- Threat intelligence and incident response -- Autopsy -- Maltego -- YARA and Loki -- Summary -- Questions -- Further reading -- Chapter 18: Threat Hunting -- Threat hunting overview -- Threat hunt cycle -- Threat hunt reporting -- Threat hunting maturity model -- Crafting a hypothesis -- MITRE ATT&amp -- CK -- Planning a hunt -- Digital forensic techniques for threat hunting -- EDR for threat hunting -- Summary -- Questions -- Further reading -- Appendix -- Assessments -- Index -- About Packt -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Inflamación neurogénica en las enfermedades cutáneas -- Dermatitis atópica -- Psoriasis -- Rosácea -- Vitiligo -- Referencias -- Péptidos antimicrobianos: defensinas y catelicidinas en dermatología -- Introducción -- Generalidades -- Defensinas -- Catelicidinas -- Familia S100 -- ARNasa 7 -- Dermicidina (DCD) -- Rol de los péptidos antimicrobianos en dermatología -- Psoriasis -- Dermatitis atópica -- Rosácea -- Acné vulgar -- Autoinmunidad -- Referencias -- Moléculas de adhesión en la piel -- Introducción -- Cadherinas -- Integrinas -- Moléculas de adhesión similares a inmunoglobulinas -- Selectinas -- CD44 -- Moléculas de adhesión en enfermedades de la piel -- Dermatitis atópica -- Psoriasis -- Pénfigo -- Deficiencia de adhesión leucocitaria -- Moléculas de adhesión en neoplasia -- Melanoma -- Referencias -- Inmunología y cáncer de piel -- Introducción -- La formación de la neoplasia en los tejidos -- La defensa del sistema inmune ante las neoplasias -- El tratamiento del cáncer de piel: desde lo básico hasta la modificación del sistema inmune -- Carcinoma basocelular -- La vía hedgehog -- La vía Wnt/β-catenina -- La vía EGFR/MAP kinasa/c-jun -- Vía Hippo YAP -- Carcinoma escamocelular -- Vía del EGFR/MAP quinasa -- Papel del VPH -- Melanoma -- Gen MC1R -- Mutaciones CDKN2A/CDK4 -- Vía del MAPK -- Terapias target de BRAF y MEK -- GNAQ/GNA11 -- Mutaciones del KIT -- MITF -- Anti-CTLA-4 y anti-PD-1 -- Referencias -- Contraportada…”

Tabla de Contenidos: “…Learning Path overview -- Prerequisites for using the Learning Path -- Enabling Learning Path in Dynamics 365 -- Content Library of Dynamics 365 Learning Path -- Steps to create and configure Learning Path -- Publishing content and publishing group -- Summary -- Chapter 12: Other New Features in Dynamics 365 -- Top new features introduced in Dynamics 365 -- Understanding visual changes introduced in the web client refresh -- Selecting multiple options using multiselect option set -- Doing advanced find with Does Not Contain Data filter -- Defining web resource dependencies -- Understanding the new unified interface -- Integrating external data using virtual entity -- Implementing auto numbering -- Using Relevance Search for improved search experience -- Enabling Relevance Search -- Exporting Dynamics 365 data using Data Export Service -- Configuring Data Export Service -- Configuring Relationship Insights -- Enabling Relationship Insights -- Configuring Relationship Assistant -- Configuring Auto Capture -- Configuring Email Engagement -- Configuring Dynamics 365 Live Assist -- Configuring Dynamics 365 Connector for LinkedIn Lead Gen Forms -- Summary -- Other Books You May Enjoy -- Index…”

Tabla de Contenidos: “…-- B2B versus B2C - productizing business models -- Domain knowledge - understanding the needs of your market -- Experimentation - discover the needs of your collective -- Consistency and AIOps/MLOps - reliance and trust -- Performance evaluation - testing, retraining, and hyperparameter tuning -- Feedback loop - relationship building -- Summary -- References -- Chapter 8: Customization for Verticals, Customers, and Peer Groups -- Domains - orienting AI toward specific areas -- Understanding your market -- Understanding how your product design will serve your market -- Building your AI product strategy -- Verticals - examination into four areas (FinTech, healthcare, consumer goods, and cybersecurity) -- FinTech -- Healthcare -- Cybersecurity -- Anomaly detection and user and entity behavior analytics -- Value metrics - evaluating performance across verticals and peer groups -- Objectives and key results -- Key performance indicators -- Thought leadership - learning from peer groups -- Summary -- References -- Chapter 9: Macro and Micro AI for Your Product -- Macro AI - Foundations and umbrellas -- ML -- Robotics -- Expert systems -- Fuzzy logic/fuzzy matching -- Micro AI - Feature level -- ML (traditional/DL/computer vision/NLP) -- Robotics -- Expert systems -- Fuzzy logic/fuzzy matching -- Successes - Examples that inspire -- Lensa -- PeriGen -- Challenges - Common pitfalls -- Ethics -- Performance -- Safety -- Summary -- References -- Chapter 10: Benchmarking Performance, Growth Hacking, and Cost -- Value metrics - a guide to north star metrics, KPIs and OKRs -- North star metrics -- KPIs and other metrics -- OKRs and product strategy -- Hacking - product-led growth -- The tech stack - early signals -- Customer Data Platforms (CDPs) -- Customer Engagement Platforms (CEPs) -- Product analytics tools…”

Tabla de Contenidos: “…The Tradeoffs of Uncensored Models -- Weaponizing Innocent Outputs -- An Inconvenient Truth About Digital Deceptions -- Takeaways -- Chapter 7 The Now and Future of AI-Driven Deception -- Whispers from the Static -- Into the Exploitation Zone -- The Pillars of Deception, Scams, and Crime -- Facts and Frames -- Sometimes They Just Gotta Break Stuff -- AI-Powered Scams: Old Tricks, New Tools -- A Small Tasting Menu of AI-Powered Deceptions -- Emerging Threats -- Existential Threats -- App/System-Based problems -- A Personal Story: How I Created Multiple GenAI-Powered ScamBots -- Finding Hope -- Takeaways -- Chapter 8 Media Literacy in the Age of AI: Your First Line of Defense -- Whispers from the Static -- The Fight for Truth -- A Quick Note before We Jump In -- Means, Motive, and Opportunity -- Media Literacy in the Digital Age: Your Survival Guide to the Information Jungle -- The Four Horsemen of Online Vulnerability: Know Your Enemy -- Your Digital Defense Toolkit: The SIFT Method -- The Emotion Commotion: Taming the Tempest Within -- Deepfakes and Cheapfakes: When Seeing Isn't Believing -- Navigating Out of the Crosshairs -- Your Mission, Should You Choose to Accept It -- The Fact-Checking Paradox: Seeking Truth in a World of Lies -- Why Fact Checking Matters -- The Anatomy of a Good Fact-Check -- The Fact-Checking Ecosystem -- The Challenges and Criticisms -- Navigating the Fact-Checking Minefield -- The Fact-Checking Challenge -- Your Call to Action: Become the Hero of Your Digital Story -- Let's Make it Fun: Digital Literacy Challenges -- Mastering the Art of SIFT -- Emotional Intelligence and Bias Busting -- Deepfakes and Visual Verification -- Collaborative Fact-Checking Challenges -- Takeaways -- Chapter 9 Cognitive and Technical Defense Strategies: Tools for Protection -- Whispers from the Static -- Building Our Cognitive Defenses…”

Tabla de Contenidos:

Tabla de Contenidos: “…Assessing data relevance -- Assessing data formatting -- Assessing data normalization, denormalization, and star schemas -- Dimension modeling and star schema -- Denormalized data in dimension tables -- Summary -- Questions -- Chapter 6: Cleaning Data with Query Editor -- Technical requirements -- Understanding the Query Editor interface -- Data cleaning techniques and functions -- Adding columns -- Data type conversions -- Date/time -- Rounding -- Pivot/unpivot columns -- Merge queries -- Using Query Editor versus DAX for transformation -- Power Query Editor -- Data Analysis Expressions (DAX) -- Workflow -- Summary -- Questions -- Further reading -- Chapter 7: Transforming Data with the M Language -- Technical requirements -- Understanding the M language -- Structure of M -- Common use cases of M -- Filtering and sorting data with M -- Transforming data with M -- Working with data sources in M -- Creating parameters and variables -- Summary -- Questions -- Chapter 8: Using Data Profiling for Exploratory Data Analysis (EDA) -- Understanding EDA -- Exploring data profiling features in Power BI -- Reviewing column quality, distribution, and profile -- Column distribution -- Column quality -- Column profile -- Turning data profiles into high-quality data -- Recommended actions on column distribution -- Value distribution -- Summary -- Questions -- Part 3 - Advanced Data Cleaning and Optimizations -- Chapter 9: Advanced Data Cleaning Techniques -- Technical requirements -- Using Power Query Editor from within Dataflow Gen1 - fuzzy matching and fill down -- Fuzzy matching -- Fill down -- Best practices for using fuzzy matching and fill down -- Using R and Python scripts -- Benefits of using R or Python scripts -- Getting started with using R or Python scripts in Power BI -- Using ML to clean data -- Data cleaning with anomaly detection…”

Tabla de Contenidos: “…Introduction -- 1 L'unité d'une peur et d'une raison2 A la recherche de lignes directrices européennes 3 Procédures de gestion de la précaution -- 4 Statut juridique du principe de précaution -- 5 Problématiques d'application, applications problématiques 6 L'opinion publique et les gens ordinaires -- 7 Précaution et progrès -- De la nature du principe de précaution par Olivier GODARD -- 1 Introduction -- 2 Le terreau historique de la précaution -- 3 Un statut juridique encore hésitant -- 4 Le principe de précaution n'est pas une règle d'abstention -- A Le dommage zéro -- B Les limites pratiques d'une focalisation sur le scénario du pire C L'inversion de la charge de la preuve -- 5 La précaution en pratique -- A Une transformation des relations entre science et décision -- B Des orientations pour l'action -- C Une contre-illustration stylisée : le problème des radiations électro-magnétiques pulsées -- 6 Conclusion -- Lignes directrices pour l'application du principe de précaution par Henri BELVEZE -- 1 Considérations générales -- A Justification de l'élaboration de lignes directrices -- B Fondements juridiques du principe de précaution -- 2 Définition -- 3 Lignes directrices pour l'application d'un principe de précaution raisonné A Mise en œuvre -- B Le facteur déclenchant -- C Les mesures -- Prendre des risques avec le principe de précaution ou comment l'incertain se communique -- 1 Introduction -- A Une communication en quelques lignes -- B Invites institutionnelles (communications à la Commission) -- C Exigences mixtes (communications au lecteur) -- 2 Premiers risques -- A Evaluation du risque et gestion du risque, un partage contesté B Le risque en société (les incertitudes de l'expertise) -- C Affinements de la séparation des pouvoirs -- D Approche de précaution et principe de précaution -- 3 Cadrages du débat -- A Action et inaction -- B Variétés et spécificités C Contentions -- 4 Responsabilité, risques et bénéfices -- 5 Conclusion: communiquer l'indéfini -- du mode d'existence du principe de précaution -- Sciences et risques : aspects théoriques et pratiques d'une approche de précaution -- 1 Introduction et résumé -- 2 L'étendue et la complexité des risques environnementaux -- 3 Les degrés de l'incertitude -- 4 Les difficultés pratiques de l'estimation du risque -- 5 << Science >> et << précaution » dans l'évaluation régulatrice des risques environnementaux -- 6 Mise en œuvre de l'approche de précaution -- Entreprises : pour intégrer précaution et proportion par Jacques DE GERLACHE -- 1 Précaution, de la définition à l'application: -- quel espace entre contrainte et volontariat? …”

Tabla de Contenidos: “…Working with DistilBERT for knowledge distillation -- Pruning transformers -- Quantization -- Working with efficient self-attention -- Sparse attention with fixed patterns -- Learnable patterns -- Low-rank factorization, kernel methods, and other approaches -- Easier quantization using bitsandbytes -- Summary -- References -- Chapter 13: Cross-Lingual and Multilingual Language Modeling -- Technical requirements -- Translation language modeling and cross-lingual knowledge sharing -- XLM and mBERT -- mBERT -- XLM -- Cross-lingual similarity tasks -- Cross-lingual text similarity -- Visualizing cross-lingual textual similarity -- Cross-lingual classification -- Cross-lingual zero-shot learning -- Massive multilingual translation -- Fine-tuning the performance of multilingual models -- Summary -- References -- Chapter 14: Serving Transformer Models -- Technical requirements -- FastAPI Transformer model serving -- Dockerizing APIs -- Faster Transformer model serving using TFX -- Load testing using Locust -- Faster inference using ONNX -- SageMaker inference -- Summary -- Further reading -- Chapter 15: Model Tracking and Monitoring -- Technical requirements -- Tracking model metrics -- Tracking model training with TensorBoard -- Tracking model training live with W&amp -- B -- Summary -- Further reading -- Part 4: Transformers beyond NLP -- Chapter 16: Vision Transformers -- Technical requirements -- Vision transformers -- Image classification using transformers -- Semantic segmentation and object detection using transformers -- Visual prompt models -- Summary -- Chapter 17: Multimodal Generative Transformers -- Technical requirements -- Multimodal learning -- Generative multimodal AI -- Stable Diffusion for text-to-image generation -- Stable Diffusion in action -- Music generation using MusicGen -- Text-to-speech generation using transformers -- Summary…”

Tabla de Contenidos: “….) -- SECCIÓN II PERMISOS PRE VIOS, CUPOS Y MARCADO DE PAÍS DE ORI GEN -- SECCIÓN III OTRAS ME DI DAS DE RE GU LA CIÓN AL CO MER CIO EX TE RIOR Y NOR (...) -- TITULO V PRÁC TI CAS DES LEA LES DE CO MER CIO IN TER NA CIO NAL CAPITULO I (...) -- CAPITULO II DIS CRI MI NA CIÓN DE PRE CIOS -- CAPITULO III SUB VEN CIO NES -- CAPITULO IV DAÑO A UNA RAMA DE PRO DUCCIÓN NACIONAL -- TITULO VI ME DI DAS DE SAL VA GUAR DA CAPITULO UNICO -- TITULO VII PRO CE DI MIEN TOS EN MA TE RIA DE PRÁC TI CAS DES LEA LES DE CO (...) -- CAPITULO II PRO CE DI MIEN TO EN MA TE RIA DE PRÁC TI CAS DES LEA LES DE CO (...) -- SECCIÓN II RE SO LU CIÓN FINAL -- SECCIÓN III AU DIEN CIA CON CI LIA TO RIA -- SECCIÓN IV CUO TAS COM PEN SA TO RIAS -- SECCIÓN V COM PRO MI SOS DE EX POR TA DO RES Y GO BIER NOS -- CAPITULO III PRO CE DI MIEN TO EN MA TE RIA DE ME DI DAS DE SAL VA GUAR DA (...) -- SECCIÓN II CIR CUNS TAN CIAS CRÍ TI CAS -- CAPITULO IV OTRAS DIS PO SI CIO NES CO MU NES A LOS PRO CE DI MIEN TOS -- CAPITULO V PRO CE DI MIEN TOS ESPE CIA LES -- TITULO VIII PRO MO CIÓN DE EXPOR TA CIO NES CAPITULO I DIS PO SI CIO NES GE (...) -- CAPITULO II INSTRU MEN TOS DE PRO MO CIÓN -- TITULO IX INFRAC CIO NES, SAN CIO NES Y RE CUR SOS CAPITULO I INFRAC CIO NES (...) -- CAPITULO II RE CUR SO DE RE VO CA CIÓN -- REGLAMENTO DE LA LEY DE COMERCIO EXTERIOR -- TITULO I DIS PO SI CIO NES PRE LI MI NA RES CAPITULO UNICO -- TITULO II CO MI SIÓN DE CO MER CIO EX TE RIOR CAPITULO I ES TRUC TU RA…”