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CyberSecurity Summary episodes
- Building Machine Learning Systems Using Python: Practice to Train Predictive Models and Analyze Machine Learning Results with Real Use-CasesA comprehensive educational resource for understanding foundational machine learning concepts. The text introduces readers to the principles and applications of machine learning, categorizing different learning approaches such as supervised, unsupervised, and reinforcement learning. It then explores various algorithms, including linear and logistic regression, Support Vector Machines, neural networks, and decision trees, providing detailed explanations and practical Python code examples. Furthermore, the material addresses crucial topics like overfitting, regularization, and the feasibility of learning, emphasizing the challenges and ethical considerations within the field. Overall, it functions as a structured guide for building and analyzing predictive models, complete with information on the author, publication details, and distribution.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Building-Machine-Learning-Systems-Python-ebook/dp/B094D57T82?&linkCode=ll1&tag=cvthunderx-20&linkId=59afdcea3169cd990bef00b3d436c41e&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy24 min - Building Enterprise Blockchain Solutions on AWS: A Developer's Guide to Build, Deploy, and Managed Apps Using Ethereum, Hyperledger FabricFocuses on creating, deploying, and managing blockchain applications on Amazon Web Services (AWS). The text explores foundational blockchain concepts, contrasting them with traditional centralized systems and highlighting benefits like immutability and decentralization. It provides practical instruction on utilizing AWS Managed Blockchain, AWS Blockchain Templates, and Amazon Quantum Ledger Database (QLDB), specifically with Ethereum and Hyperledger Fabric frameworks. The guide includes detailed steps for setting up private blockchain networks, writing Solidity smart contracts, and developing front-end applications for asset tracking and supply chain management.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Building-Enterprise-Blockchain-Solutions-AWS/dp/9390684439?&linkCode=ll1&tag=cvthunderx-20&linkId=e00a4b5d76bc36a9b7f37853cac541b5&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy19 min - Building Decentralized Blockchain Applications: Learn How to Use Blockchain as the Foundation for Next-Gen AppsA comprehensive guide to understanding and developing applications using blockchain technology. The book covers fundamental blockchain concepts, including its history, core components, and various consensus mechanisms like Proof of Work and Proof of Stake. It further explores key platforms like Bitcoin and Ethereum, detailing their architecture, transaction processes, and the use of smart contracts for decentralized applications (DApps). A significant portion of the text is dedicated to decentralized data storage and communication protocols such as IPFS, OrbitDB, BigchainDB, TiesDB, Bluzelle, and Amazon QLDB, providing practical examples and use cases for building full-stack DApps, including a decentralized email system.
You can listen and download our episodes for free on more than 10 different platforms:
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Get the Book now from Amazon:
https://www.amazon.com/Building-Decentralized-Blockchain-Applications-Foundation/dp/9389898625?&linkCode=ll1&tag=cvthunderx-20&linkId=7599eda3984944ceb02b61c01c0adcca&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy25 min - Bug Bounty Hunting Essentials: Quick-paced guide to help white-hat hackers get through bug bounty programsA guide for white-hat hackers participating in bug bounty programs. It covers fundamental concepts like bug bounty platforms, methodologies, and the process of reporting vulnerabilities effectively. The text explores various common web application vulnerabilities in detail, including Cross-Site Request Forgery (CSRF), Cross-Site Scripting (XSS), SQL Injection, Open Redirects, Sub-Domain Takeovers, XML External Entity (XXE) vulnerabilities, and Template Injections. Furthermore, the guide introduces essential bug bounty hunting tools and recommends top learning resources, offering a comprehensive overview for aspiring and experienced bug bounty hunters alike.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Bug-Bounty-Hunting-Essentials-Quick-paced/dp/1788626893?&linkCode=ll1&tag=cvthunderx-20&linkId=63f5965541bbd741f8f1e0ca0cd60dbe&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy26 min - Blockchain in e-Governance: Driving the next Frontier in G2C ServicesExplores the transformative potential of Blockchain technology, particularly in e-governance and various enterprise applications. It begins by detailing the foundational concepts of Blockchain, including its cryptographic principles, consensus mechanisms, and different platform types like Ethereum and Hyperledger Fabric. The document then highlights numerous real-world use cases, showcasing how governments and industries are leveraging Blockchain for citizen identity management, land records, supply chain traceability, smart cities, and cybersecurity. Finally, it discusses implementation strategies, regulatory considerations, and the importance of fostering an ecosystem for Blockchain adoption, emphasizing the technology's role in driving transparency, efficiency, and trust in a digital world.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy19 min - Beginning Java MVC 1.0: Model View Controller Development to Build Web, Cloud, and Microservices ApplicationsA comprehensive guide for developing web, cloud, and microservices applications using Java MVC. It introduces the fundamental Model-View-Controller (MVC) design pattern, tracing its history and adaptation for web applications, especially within the Java EE/Jakarta EE ecosystem utilizing JSR-371. The text covers practical aspects of setting up a development environment with Eclipse and Gradle, building "Hello World" applications, and understanding core Java MVC components like controllers, views (JSP and Facelets), and model data handling through CDI (Context and Dependency Injection). Furthermore, it addresses advanced topics such as bean validation, state persistence, AJAX integration, internationalization, EJB (Enterprise JavaBeans) communication, and database connectivity using JPA (Java Persistence API), concluding with an elaborate example application called BooKlubb.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Beginning-Java-MVC-1-0-Microservices/dp/1484262794?&linkCode=ll1&tag=cvthunderx-20&linkId=bfdd0202b803e280aa16eee4759c26df&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy20 min - AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide: The definitive guide to passing the MLS-C01 exam on the very firstFocusing on practical applications of machine learning (ML) within the Amazon Web Services ecosystem. The content systematically covers the exam syllabus, starting with ML fundamentals like modeling pipelines, supervised and unsupervised learning, and data splitting strategies to prevent overfitting and underfitting. It then details various AWS services for AI/ML, including Amazon Rekognition for image/video analysis, Amazon Polly for text-to-speech, Amazon Transcribe for speech-to-text, and Amazon Comprehend for natural language processing (NLP), alongside storage solutions like Amazon S3, RDS, and Redshift. The guide also explains data preparation and transformation techniques, such as handling missing values, outliers, and unbalanced datasets, and explores different ML algorithms (e.g., linear regression, XGBoost, K-means) as well as their evaluation and optimization through metrics like precision, recall, and hyperparameter tuning using Amazon SageMaker.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Certified-Machine-Learning-Specialty-Certification/dp/1800569009?&linkCode=ll1&tag=cvthunderx-20&linkId=ec5d3390e2fb431864ff90c4f68df62c&language=en_US&ref_=as_li_ss_tl
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https://linktr.ee/cybercode_academy36 min - The Fast-Track Guide to VXLAN BGP EVPN Fabrics: Implement Today’s Multi-Tenant Software-Defined NetworksOffers an extensive guide to implementing VXLAN BGP EVPN fabrics, focusing heavily on the spine-and-leaf architecture in data center networking. It details the logical and physical components necessary for fabric creation, including the configuration of the underlay network using protocols like OSPF and IS-IS, and establishing the overlay network with BGP EVPN and multicast for traffic transport. The source dedicates significant space to advanced functionalities such as multitenancy via VRFs, various redundancy mechanisms like Anycast Gateway, and methods for connecting the VXLAN fabric to external networks. Finally, it explores different deployment models, including multipod, multisite, and spineless ingress replication architectures, offering configuration templates for practical implementation.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Fast-Track-Guide-VXLAN-EVPN-Fabrics/dp/1484269292?&linkCode=ll1&tag=cvthunderx-20&linkId=e5f33dce26ec5064be90ce617f403b79&language=en_US&ref_=as_li_ss_tl
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy15 min - The Pythonic Way: An Architect’s Guide to Conventions and Best Practices for the Design, Development, Testing, and Management of EnterpriseA comprehensive guide for designing and developing enterprise Python code. It covers a vast array of topics, including best practices for code structure and quality (e.g., commenting, naming conventions, and PEP 8), effective use of Python data structures (lists, dictionaries, sets, and tuples), and object-oriented programming concepts (classes, inheritance, and properties). Furthermore, the text addresses advanced architectural patterns such as descriptors, metaclasses, decorators, and context managers, alongside practical considerations for scaling, security, testing, packaging, and performance optimization using libraries like Pandas and techniques like memoization and garbage collection.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Pythonic-Way-Architects-Conventions-Development/dp/9391030122?&linkCode=ll1&tag=cvthunderx-20&linkId=7ef29e5f2740224909bad21d43642161&language=en_US&ref_=as_li_ss_tl
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy11 min - Traefik API Gateway for Microservices: With Java and Python Microservices Deployed in KubernetesDetailing the configuration and use of Traefik as an API gateway in a microservices environment. The text explains the shift from monolithic to microservices architecture and the need for dynamic gateway solutions like Traefik, which offers features such as load balancing (Round Robin, Weighted Round Robin, Mirroring) for HTTP, TCP, and UDP traffic. A significant portion of the material provides practical guidance on configuring Traefik's core components (Entrypoints, Routers, Services, Middleware) and implementing operational concerns, including TLS termination (with Let's Encrypt), logs and metrics (Prometheus, Zipkin/Jaeger tracing), and advanced resilience patterns like circuit breakers and retries, often demonstrated through integration with service registries like Consul and orchestration systems like Kubernetes using Custom Resource Definitions (CRDs). The book's authors, Rahul Sharma and Akshay Mathur, are noted as experienced software engineers, indicating the text is written from a practitioner's perspective.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Get the Book now from Amazon:
https://www.amazon.com/Traefik-API-Gateway-Microservices-Kubernetes/dp/1484263758?&linkCode=ll1&tag=cvthunderx-20&linkId=8d31c9b59c09cff8391cb380c012c4be&language=en_US&ref_=as_li_ss_tl
Discover our free courses in tech and cybersecurity, Start learning today:
https://linktr.ee/cybercode_academy17 min
About CyberSecurity Summary
From the publisher's feed
CyberSecurity Summary is your go-to podcast for concise and insightful summaries of the latest and most influential books in the field of cybersecurity.
Each episode delves into the core…
Each episode delves into the core…
concepts, key takeaways, and practical applications of these books, providing you with the knowledge you need to stay ahead in the ever-evolving world of cybersecurity.
Whether you’re a seasoned professional or just starting out, CyberSecurity Summary offers valuable insights and discussions to enhance your understanding and keep you informed.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
Whether you’re a seasoned professional or just starting out, CyberSecurity Summary offers valuable insights and discussions to enhance your understanding and keep you informed.
You can listen and download our episodes for free on more than 10 different platforms:
https://linktr.ee/cyber_security_summary
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