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Databricks Certified Associate Developer for Apache Spark Using Python: The ultimate guide to getting certified in Apache Spark using practical examples with Python
English | June 14, 2024 | ISBN: 1804619787 | 274 pages | EPUB (True) | 4.20 MB
Learn the concepts and exercises needed to confidently prepare for the Databricks Associate Developer for Apache Spark 3.0 exam and validate your Spark skills with an industry-recognized credential

Key Features
Understand the fundamentals of Apache Spark to design robust and fast Spark applications
Explore various data manipulation components for each phase of your data engineering project
Prepare for the certification exam with sample questions and mock exams
Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Spark has become a de facto standard for big data processing. Migrating data processing to Spark saves resources, streamlines your business focus, and modernizes workloads, creating new business opportunities through Spark's advanced capabilities. Written by a senior solutions architect at Databricks, with experience in leading data science and data engineering teams in Fortune 500s as well as startups, this book is your exhaustive guide to achieving the Databricks Certified Associate Developer for Apache Spark certification on your first attempt.
You'll explore the core components of Apache Spark, its architecture, and its optimization, while familiarizing yourself with the Spark DataFrame API and its components needed for data manipulation. You'll also find out what Spark streaming is and why it's important for modern data stacks, before learning about machine learning in Spark and its different use cases. What's more, you'll discover sample questions at the end of each section along with two mock exams to help you prepare for the certification exam.
By the end of this book, you'll know what to expect in the exam and gain enough understanding of Spark and its tools to pass the exam. You'll also be able to apply this knowledge in a real-world setting and take your skillset to the next level.
What you will learn
Create and manipulate SQL queries in Apache Spark
Build complex Spark functions using Spark's user-defined functions (UDFs)
Architect big data apps with Spark fundamentals for optimal design
Apply techniques to manipulate and optimize big data applications
Develop real-time or near-real-time applications using Spark Streaming
Work with Apache Spark for machine learning applications
Who this book is for
This book is for data professionals such as data engineers, data analysts, BI developers, and data scientists looking for a comprehensive resource to achieve Databricks Certified Associate Developer certification, as well as for individuals who want to venture into the world of big data and data engineering. Although working knowledge of Python is required, no prior knowledge of Spark is necessary. Additionally, experience with Pyspark will be beneficial.
Table of Contents
Overview of Certification Guide and Exam
Understanding Apache Spark and Its Applications
Spark Architecture & Transformations
Spark Datarames and its Operations
Advanced Operations in Spark
SQL Queries in Spark
Structured Streaming in Spark
Machine Learning with Spark ML
Mock Test

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Jie Fu, "Decision and Game Theory for Security: 14th International Conference, GameSec 2023, Avignon, France, October 18-20, 2023"
English | ISBN: 3031506693 | 2023 | 420 pages | EPUB | 43 MB
This book constitutes the refereed proceedings of the 14th International Conference on Decision and Game Theory for Security, GameSec 2023, held in Avignon, France, during October 18-20, 2023.

The 19 full papers and 4 short papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in topical sections as follows: Mechanism design and imperfect information, Security Games, Learning in security games, Cyber deception, Economics of security, Information and privacy and Short articles.

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Don A. Moore, "Decision Leadership: Empowering Others to Make Better Choices"
English | ISBN: 0300259697 | 2022 | 264 pages | AZW3 | 566 KB
A fresh, research-driven playbook for how successful leaders can maximize the potential of others

When we think of leaders, we often imagine lone, inspirational figures lauded for their behaviors, attributes, and personal decisions-a perception that is reinforced by many leadership books. However, this approach ignores the expectations of modern work cultures centered on equity and inclusion, where a leader's true mission is to empower others. Applying decades of behavioral science research, Don A. Moore and Max H. Bazerman offer a passionate corrective to this view, casting today's organizations as decision factories in which effective leaders are decision architects, enabling those around them to make wise, ethical choices consistent with their own interests and the organization's highest values. As a result, a leader's impact grows because it ripples out instead of relying on one individual to play the part of heroic figure.
Filled with real-life stories and examples of the structures, incentives, and systems that successful leaders have used, this playbook equips each of us to facilitate wise decisions.
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James Romm, "Demetrius: Sacker of Cities "
English | ISBN: 0300259077 | 2022 | 224 pages | AZW3 | 576 KB
A portrait of one of the ancient world's first political celebrities, who veered from failure to success and back again

"This colorful biography of Demetrius . . . explores his rich inner life and reveals an ancient world of violence and intrigue."-New York Times Book Review
The life of Demetrius (337-283 BCE) serves as a through-line to the forty years following the death of Alexander the Great (323-282 BCE), a time of unparalleled turbulence and instability in the ancient world. With no monarch able to take Alexander's place, his empire fragmented into five pieces.
Capitalizing on good looks, youth, and sexual prowess, Demetrius sought to weld those pieces together and recover the dream of a single world state, with a new Alexander-himself-at its head. He succeeded temporarily, but in crucial, colossal engagements-a massive invasion of Egypt, a siege of Rhodes that went on for a full year, and the Battle of Ipsus-he came up just short. He ended his career in a rash invasion of Asia and became the target of a desperate manhunt, only to be captured and destroyed by his own son-in-law.
James Romm tells the story of Demetrius the Besieger's rise and spectacular fall but also explores his vibrant inner life and family relationships to depict a real, complex, and recognizable figure.
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Demystifying Machine Learning: A Comprehensive Guide of Beginners (Informatics Unleashed: Mastering the Digital World)
English | 2023 | ASIN: B0C1X4SNMW | 128 pages | Epub | 653.11 KB
Discover the power of machine learning and how it's transforming industries in this comprehensive guide to the field. Written by a team of experienced data scientists and machine learning experts, this book covers everything from the basics of machine learning to advanced techniques, real-world applications, and ethical considerations.

With practical examples and hands-on exercises, you'll learn the essential mathematics and programming skills needed to build and train machine learning models. You'll explore popular algorithms like regression, classification, clustering, and reinforcement learning, as well as the latest deep learning techniques like convolutional and recurrent neural networks.
In addition, this book covers the practical aspects of machine learning, including data preparation, model selection, deployment, and monitoring. You'll also discover the ethical considerations involved in machine learning, such as bias and fairness, privacy and security, and environmental impact.
Whether you're a student, a data scientist, or a machine learning enthusiast, this book is an essential resource for anyone looking to master the latest techniques and tools in this exciting field."
This book offers a comprehensive and practical approach to learning machine learning, and appeals to both beginners and experienced practitioners looking to deepen their knowledge and skills in the field. It covers all the essential topics in machine learning, from foundational math and programming skills to advanced techniques, industry applications, and ethical considerations. With its practical examples, hands-on exercises, and in-depth coverage of the latest tools and technologies, this book is a must-have for anyone looking to succeed in the field of machine learning.

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Density-of-states Function And Related Applications In Quantized Structures
English | 2025 | ISBN: 9811298599 | 1092 Pages | PDF (True) | 28 MB
In recent years there has been considerable interest in studying the DENSITY-OF-STATES (DOS) functions and Related Applications in Quantized Structures of different technologically important materials in low dimensional electronics. The concept of DOS function is of fundamental importance for not only the characterization of semiconductor nanostructures but also in the study of the carrier transport in quantum effect devices. The acoustic mobility limited momentum relaxation time is inversely proportional to the respective DOS function of a particular semiconductor and the DOS function, in turn, is connected to the twenty five important transport topics of quantum effect devices namely the Landau Dia and Pauli's Para Magnetic Susceptibilities, the Einstein's Photoemission, the Einstein Relation, the Debye Screening Length, the Generalized Raman gain, the Normalized Hall coefficient, the Fowler-Nordheim Field Emission, the Gate Capacitance, the Thermoelectric Power, the Plasma Frequency, the Magneto-Thermal effect in Quantized Structures, the Activity coefficient, the Reflection coefficient, the Heat Capacity, the Faraday rotation, the Optical Effective Mass.

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Deploying Python Applications with Gunicorn: Definitive Reference for Developers and Engineers
English | 2025 | ISBN: None | 745 pages | EPUB (True) | 2.57 MB
"Deploying Python Applications with Gunicorn"

"Deploying Python Applications with Gunicorn" is a comprehensive guide for developers and systems engineers seeking to master the deployment of Python web applications in production environments. Beginning with a clear exploration of the WSGI specification, the book delves into Gunicorn's process model and contrasts it with other WSGI servers, providing authoritative guidance on selecting, configuring, and optimizing Gunicorn for various web architectures-including containers, microservices, and cloud platforms. Readers gain a practical understanding of Gunicorn's strengths, interface requirements, and its seamless integration with modern infrastructure.
The book takes a hands-on approach, offering detailed instructions and best practices for installation, configuration, and real-world deployment. With dedicated chapters on integrating Gunicorn with popular Python frameworks such as Flask, Django, and FastAPI, the guide covers advanced techniques in resource management, security hardening, startup automation, and scaling large-scale projects. It also thoroughly addresses deployment patterns involving Nginx and HAProxy, reverse proxy setups, service discovery, and strategies for achieving zero-downtime upgrades-all mapped to the needs of robust, high-availability web services.
Going beyond deployment, this resource provides deep coverage of monitoring, logging, and observability best practices, with actionable advice on metrics, tracing, health checks, and alerting pipelines. Further chapters are devoted to security, compliance, containerization, and cloud-native workflows, ensuring that readers are equipped for dynamic, resilient production systems. Rounding out the book are advanced topics such as custom worker development, middleware extensibility, troubleshooting, and hard-earned lessons from real-world outages. Whether you are new to Gunicorn or seeking to level up your deployment strategy, this book is an essential companion for building and maintaining reliable Python web services at scale.

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Jan Scott, "Depression: A Very Short Introduction "
English | ISBN: 0199558655 | 2017 | 160 pages | MOBI | 2 MB
What is depression? What is bipolar disorder? How are they diagnosed and how are they treated? Can a small child be diagnosed with depression and treated with antidepressants - and should they be?

Covering depression, manic depression, and bipolar disorder, this Very Short Introduction gives a brief account of the history of these concepts, before focussing on the descriptions and understanding of these disorders today. Jan Scott and Mary Jane Tacchi look at the introduction of modern treatments for people suffering from depression, recounting the stories behind the development and introduction of antidepressants and mood stabilizers. They examine the symptoms and signs of the different disorders, as well as the association between physical disorders and depression.
Exploring the importance of depression and bipolar disorder in society, they also look at the link between creativity and mood disorders. Scott and Tacchi conclude by discussing treatments and the future for those with depression.
ABOUT THE SERIES:
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Der KI-Schlüssel für Unternehmen: Ihr Zugang zu Künstlicher Intelligenz: nachhaltig, profitabel und sicher
Deutsch | 2025 | ISBN: 3658481579 | 316 Pages | PDF (True) | 10 MB
Künstliche Intelligenz (KI) ist die wichtigste Technologie unserer Zeit. Sie entscheidet schon heute darüber, welche Unternehmen morgen noch wettbewerbsfähig sind oder den Markt dominieren. Angesichts der rasanten Entwicklungen fühlen sich viele Entscheidungsträger jedoch unsicher, wo sie konkret ansetzen sollen.

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Der Wandel als Weckruf: Der Homo Creator Transcendens I
Deutsch | 2025 | ISBN: 3658481153 | 175 Pages | PDF (True) | 5 MB
Das Buch ist der Beginn einer Reise zu sich selbst und den individuellen menschlichen Qualitäten. Ein Bewusstsein dafür wird notwendiger denn je, wenn wir das universale Wandel-Prinzip beobachten, wie es gewaltig an den verständigen Säulen des Menschseins rüttelt. Umwelt, Gesellschaft und Wirtschaft werden in das Zentrum der Reflexion gestellt. Welche Absicht verbirgt sich hinter diesem Prinzip und was bedeutet dies für den Menschen, wenn er Gestaltgeber der Gegenwart und einer potentiellen Zukunft ist? In der tiefgehenden Erkundung dieser Fragen offenbart sich eindeutig, dass es menschliche Fähigkeiten braucht, die sowohl das Vordergründige als auch das Hintergründige transzendent durchdringen. Erst dann können sich Wirtschaft und Gesellschaft im Sinne des Holismus ausrichten. Vor allem bedarf es jedoch eines Menschenbildes, das den nahenden Herausforderungen gewachsen ist und sich an die Qualitäten des Menschseins erinnert. Der Mensch, der kreativ und über sich selbst hinaus zu denken und handeln vermag, wird aufgeweckt.

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B.K. Tyagi, "Desert Malaria: An Emerging Malaria Paradigm and Its Global Impact on Disease Elimination"
English | ISBN: 9811976929 | 2023 | 437 pages | EPUB | 94 MB
This book comprehensively reviews the disease dynamics, distribution, surveillance, epidemiology, diagnosis, control strategies, and management of the desert malaria. It highlights the potential risks of unstable but often exacerbated malaria conflagration as epidemics in the middle of duned desert, a desert oasis, and desert-fringe regions. Further, it reveals the factors inveigled into desert environments due to extensive anthropogenic activities such as canalized irrigation projects, high-yielding new agriculture practices, human concentration, and increased trade. It addresses the impact of irrigation on the malarial dynamics and its coupling to the climate forcing. The book also offers a model for desert transformation into malaria heaven under the changed climatic conditions including high rainfall, humidity, and depletion in temperature. Lastly, it offers insight into malaria epidemiology and disease control in the desert's arid environments. This book is an essential resource for medical entomologists, parasitologists, epidemiologists, and public health researchers.

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Design and Analysis of Controllers: Definitive Reference for Developers and Engineers
English | 2025 | ISBN: 6610000811311 | 516 pages | EPUB (True) | 7.46 MB
"Design and Analysis of Controllers"

"Design and Analysis of Controllers" is an authoritative and comprehensive resource that equips engineers, researchers, and students with a rigorous foundation in both the theory and practice of modern control systems. Beginning with detailed exploration of mathematical principles-including system modeling, stability theories, and performance criteria-the book systematically covers core methodologies such as PID, frequency domain techniques, and state-space approaches. Each chapter navigates seamlessly from classical designs to modern innovations, addressing not only analysis and synthesis, but also practical challenges encountered in real-world controller implementation.
The text provides in-depth treatment of advanced topics including digital and discrete-time controllers, nonlinear and adaptive strategies, and robust control techniques for managing uncertainty. Readers will benefit from clear expositions on Lyapunov methods, optimal control, H-infinity synthesis, and networked system architectures. The book's integration of distributed, intelligent, and learning-based control underscores the transformative impact of data-driven and AI-powered approaches, culminating in innovative solutions for cooperative, adaptive, and resilient systems.
Practical deployment is emphasized throughout, with guidance on simulation, rapid prototyping, certification, and formal verification of controllers in safety-critical domains. The inclusion of hardware considerations, embedded integration, and case studies from industries such as aerospace and manufacturing ensures the content remains grounded in cutting-edge practice. "Design and Analysis of Controllers" stands as an indispensable reference, bridging theoretical rigor with engineering pragmatism for the next generation of control systems professionals.

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Lassaad Walha, "Design and Modeling of Mechanical Systems - V: Proceedings of the 9th Conference on Design and Modeling of Mechanical Sy"
English | ISBN: 303114614X | 2023 | 928 pages | EPUB | 221 MB
This book offers a collection of original peer-reviewed contributions presented at the 9th International Congress on Design and Modeling of Mechanical Systems (CMSM'2021), held on December 20-22, 2021, in Hammamet, Tunisia. It reports on research findings, advanced methods and industrial applications relating to mechanical systems, materials and structures, and machining. It covers vibration analysis, CFD modeling and simulation, intelligent monitoring and control, including applications related to industry 4.0 and additive manufacturing. Continuing on the tradition of the previous editions, and with a good balance of theory and practice, the book offers a timely snapshot, and a useful resource for both researchers and professionals in the field of design and modeling of mechanical systems.

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Design Beyond Form
English | 2025 | ASIN: B0F63TNS53 | 292 pages | EPUB (True) | 11.80 MB
What if real creativity in architecture isn't about inventing something new-but about truly seeing what's already there?

Design Beyond Form isn't your average architecture book. It's personal, practical, and brutally honest. Through stories drawn from over 20 years of working across Asia, the U.S., and the Gulf, architect Chris Cho takes you behind the scenes-not into glossy renderings or grand theories, but into the everyday questions, struggles, and insights that actually shape the spaces we live in.
Forget the obsession with flashy forms. This book is about something deeper: design that responds to its surroundings, its culture, its people. Design that works not because it's loud, but because it makes sense.
Through real project stories, moments of doubt, and lessons learned the hard way, Chris explores a truth too often overlooked-good design doesn't start with shape. It starts with context.
Inside, you'll find:
Why context isn't a limitation-it's the best starting point you have.
How asking simple, honest questions can lead to richer, more grounded design.
What happens when we chase beauty without meaning-and how to turn that around.
Case studies showing how thoughtful design creates not just impressive buildings, but better lives.
Whether you're an architect, a student, or just someone who's curious about the spaces we move through every day, Design Beyond Form is for you. It's part memoir, part critique, and part guide-and above all, it's a call to design with care, empathy, and common sense.
Because the most powerful spaces aren't just beautiful. They feel like they belong.

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Matt Stephens, "Design Driven Testing: Test Smarter, Not Harder"
English | ISBN: 1430229438 | 2010 | 386 pages | AZW3 | 9 MB
The groundbreaking book Design Driven Testing brings sanity back to the software development process by flipping around the concept of Test Driven Development (TDD)-restoring the concept of using testing to verify a design instead of pretending that unit tests are a replacement for design. Anyone who feels that TDD is "Too Damn Difficult" will appreciate this book.

Design Driven Testing shows that, by combining a forward-thinking development process with cutting-edge automation, testing can be a finely targeted, business-driven, rewarding effort. In other words, you'll learn how to test smarter, not harder.
Applies a feedback-driven approach to each stage of the project lifecycle.
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