What is text classification? Why would you perform it? What are use cases? Learn the answers to all these questions and more, including an introduction and overview of how to perform binary text classification with neural networks using TensorFlow in Python.
50min talk given at Orlando Code Camp 2023, Seminole State College
Webinar and Live Demo given 6/25. https://ahoy.twilio.com/devgen_webinar_autopilot
GitHub repo with code: https://github.com/elizabethsiegle/autopilot_build_chatbot_with_machine_learning_webinar
Keeping it Human: Bots, AI, and CX Talk given at Chatbots & Voice Assistants London on Tuesday, March 26. *slides did not convert exactly from Keynote to PPT to be uploaded here to SlideShare*
Webinar and Live Demo given 6/25. https://ahoy.twilio.com/devgen_webinar_autopilot
GitHub repo with code: https://github.com/elizabethsiegle/autopilot_build_chatbot_with_machine_learning_webinar
Keeping it Human: Bots, AI, and CX Talk given at Chatbots & Voice Assistants London on Tuesday, March 26. *slides did not convert exactly from Keynote to PPT to be uploaded here to SlideShare*
Easily add intelligence to your applications using pre-trained AI services for computer vision, speech, translation, transcription, natural language processing, and conversational chatbots. No machine learning skills required.
About the event:
AWS Transformation Day is designed for enterprise organizations migrating to the cloud to become more responsive, agile and innovative, while staying secure and compliant. Join us for this one-day event and we’ll share our experiences of helping enterprise customers accelerate the pace of migration and adoption of strategic services.
Who should attend?
This event is recommended for IT and business leaders who are looking to create sustainable benefits and a competitive advantage by using the AWS Cloud. CIOs, CTOs, CISOs, CDOs, CFOs, IT leaders and IT professionals, enterprise developers, business decision makers, and finance executives.
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...Amazon Web Services
Attendees will learn how to apply cutting edge AWS IoT and machine learning technologies at the edge. The session will cover a broad set of use cases from the remote disconnected fringe, to situational awareness for an installation. Novetta will demonstrate a flexible sensor platform, which uses business logic and machine learning to interpret sensor outputs for a broad array of physical security and tactical missions. This session is sponsored by Novetta.
Add intelligence to applications with AWS AI services - AIM201 - New York AWS...Amazon Web Services
AI has already been integrated into many use cases, but we’ve only scratched the surface of what’s possible. In this session, we cover how to use the AWS AI services to tackle three use cases that can deliver immediate value: “voice of the customer” analytics to better understand what your customers are thinking and saying, document analysis and processing to move beyond the limitations of traditional OCR, and chatbots to improve in-app customer service and customer contact center experiences. We also discuss how to use AI within the Media, Healthcare, and Financial Services industries.
How to augment On-premise Call Centers to Scale-out to the CloudDaniel Zivkovic
Twilio experts show how to augment existing Call Centers to burst-out calls into the Cloud (by creating AI-based IVR-s, adding new communication channels & using SIP to add cloud voice capabilities to your existing VoIP infrastructure), so YOU – too, can help businesses deal with the increased call volumes in the new #COVID19 world.
Event details: https://www.meetup.com/Serverless-Toronto/events/271150279/
Event recording: https://youtu.be/32SA_LEmDTU
For more exciting learning opportunities, join our #ServerlessTO community: https://www.meetup.com/Serverless-Toronto/about/
Build intelligent applications quickly with AWS AI services - AIM301 - New Yo...Amazon Web Services
How do you build AI applications without machine learning skills? In this workshop, you get hands-on experience using AI tools for text-to-speech, translation, natural language processing, and personalization. You also learn some practical ways to integrate these AI capabilities into common use cases, such as contact center speech analytics, social media analytics, and personalized recommendations. To participate in this workshop, you must have an AWS account. We provide you with credits.
Adding intelligence to applications - AIM201 - Chicago AWS SummitAmazon Web Services
AI has already been integrated into many use cases, but we've just scratched the surface of what's possible. In this session, we cover how to use the AWS AI services to tackle three use cases that can deliver immediate value: 1) “voice of the customer” analytics to better understand what your customers are thinking and saying; 2) document analysis and processing to move beyond the limitations of traditional OCR; and 3) chatbots to improve in-app customer service and customer contact center experiences. We also discuss how to use AI in use cases within the media, healthcare, and financial services industries.
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...Amazon Web Services
We will also present Amazon DocumentDB (with MongoDB compatibility), a fast, scalable, highly available, and fully managed document database service that supports MongoDB workloads.
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...Boaz Ziniman
This session will focus on the basic building blocks of Artificial Intelligence (AI) and Machine Learning (ML) using AWS services. It will help you to identify use cases for ML with real-world examples, and help you create the right conditions for delivering successful ML-based solutions to your business.
Building a Streaming Microservices Architecture - Data + AI Summit EU 2020Databricks
Jules Damji and Denny Lee from Databricks Developer Relations will recap some keynote highlights, and each will briefly present personal picks from sessions that resonated well with them. Next, Jacek Laskowski, an independent consultant, will speak about Spark 3.0 internals, and Scott Haines from Twilio, Inc. will give a talk about structured streaming microservice architectures. This live coding session and technical deep dive are not to be missed!
Breaking Voice and Language Barriers with AI - Chatbot Summit Tel AvivBoaz Ziniman
AI and Machine learning allow developers to introduce new voice and language capabilities in their apps and use Natural Language Processing and Natural Language Understanding to break language barriers, add new functionality and expand their target audience.
This session will focus on several AWS AI services for developers, that allow you to add such functionality to your code with minimal effort. We will build an automatic translator, interact with text to speech and connect to a multilingual call center that can be expended to new languages in minutes.
AWS Summit Singapore 2019 | Build, Train and Deploy Deep Learning Models on A...AWS Summits
Speaker: Pedro Paez, Specialist Solutions Architect, AWS
Amazon SageMaker is a fully managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker takes away the heavy lifting of machine learning, thus removing the typical barriers associated with machine learning. In this session, we'll dive deep into the technical details of each of the modules of Amazon SageMaker to showcase the capabilities of the platform.
DevOps is currently one of the most sought after engineering models. One reason is that it helps enterprise transformations. The Amazon transformation to DevOps was born out of the desire to be even more customer obsessed, more agile, and more innovative. Come and learn from our journey as we share the playbook that helped us successfully implement and adopt DevOps as well as the lessons we learned the hard way.
This presentation + demo will provide an overview of AI and machine learning offerings across the Splunk portfolio -- including Splunk Cloud and Splunk Enterprise, Splunk Machine Learning Toolkit, Splunk IT Service Intelligence, Splunk Enterprise Security and Splunk UBA -- and give you insight into how AI and ML can be applied across IT ops, security, IoT and business analytics use cases.
PyBay23: Understanding LangChain Agents and Tools with Twilio (or with SMS)....Elizabeth (Lizzie) Siegle
With LangChain, developers “chain” together different LLM components to create more advanced use cases around LLMs. Agents use LLMs to decide what actions should be taken. Get introduced to LangChain about what you can do with Agents, Tools, and communication APIs!
Talk given at PyBay 2023 in San Francisco, CA on Sunday, October 8, 2023
Given at PyTexas 2023 at the Austin Central Library--build your own ChatGPT over SMS with Python using the OpenAI API! See what endpoints and functions and model the OpenAI API offers, different use cases, and compare it to other similar machine learning libraries and tools.
More Related Content
Similar to Intro to Text Classification with TensorFlow
Easily add intelligence to your applications using pre-trained AI services for computer vision, speech, translation, transcription, natural language processing, and conversational chatbots. No machine learning skills required.
About the event:
AWS Transformation Day is designed for enterprise organizations migrating to the cloud to become more responsive, agile and innovative, while staying secure and compliant. Join us for this one-day event and we’ll share our experiences of helping enterprise customers accelerate the pace of migration and adoption of strategic services.
Who should attend?
This event is recommended for IT and business leaders who are looking to create sustainable benefits and a competitive advantage by using the AWS Cloud. CIOs, CTOs, CISOs, CDOs, CFOs, IT leaders and IT professionals, enterprise developers, business decision makers, and finance executives.
From Unattended Ground Sensors (UGS) to Installations; Leveraging AWS IoT fo...Amazon Web Services
Attendees will learn how to apply cutting edge AWS IoT and machine learning technologies at the edge. The session will cover a broad set of use cases from the remote disconnected fringe, to situational awareness for an installation. Novetta will demonstrate a flexible sensor platform, which uses business logic and machine learning to interpret sensor outputs for a broad array of physical security and tactical missions. This session is sponsored by Novetta.
Add intelligence to applications with AWS AI services - AIM201 - New York AWS...Amazon Web Services
AI has already been integrated into many use cases, but we’ve only scratched the surface of what’s possible. In this session, we cover how to use the AWS AI services to tackle three use cases that can deliver immediate value: “voice of the customer” analytics to better understand what your customers are thinking and saying, document analysis and processing to move beyond the limitations of traditional OCR, and chatbots to improve in-app customer service and customer contact center experiences. We also discuss how to use AI within the Media, Healthcare, and Financial Services industries.
How to augment On-premise Call Centers to Scale-out to the CloudDaniel Zivkovic
Twilio experts show how to augment existing Call Centers to burst-out calls into the Cloud (by creating AI-based IVR-s, adding new communication channels & using SIP to add cloud voice capabilities to your existing VoIP infrastructure), so YOU – too, can help businesses deal with the increased call volumes in the new #COVID19 world.
Event details: https://www.meetup.com/Serverless-Toronto/events/271150279/
Event recording: https://youtu.be/32SA_LEmDTU
For more exciting learning opportunities, join our #ServerlessTO community: https://www.meetup.com/Serverless-Toronto/about/
Build intelligent applications quickly with AWS AI services - AIM301 - New Yo...Amazon Web Services
How do you build AI applications without machine learning skills? In this workshop, you get hands-on experience using AI tools for text-to-speech, translation, natural language processing, and personalization. You also learn some practical ways to integrate these AI capabilities into common use cases, such as contact center speech analytics, social media analytics, and personalized recommendations. To participate in this workshop, you must have an AWS account. We provide you with credits.
Adding intelligence to applications - AIM201 - Chicago AWS SummitAmazon Web Services
AI has already been integrated into many use cases, but we've just scratched the surface of what's possible. In this session, we cover how to use the AWS AI services to tackle three use cases that can deliver immediate value: 1) “voice of the customer” analytics to better understand what your customers are thinking and saying; 2) document analysis and processing to move beyond the limitations of traditional OCR; and 3) chatbots to improve in-app customer service and customer contact center experiences. We also discuss how to use AI in use cases within the media, healthcare, and financial services industries.
Turbocharge your business with AI and Machine Learning | AWS Summit Tel Aviv ...Amazon Web Services
We will also present Amazon DocumentDB (with MongoDB compatibility), a fast, scalable, highly available, and fully managed document database service that supports MongoDB workloads.
SKL208 - Turbocharge your Business with AI and Machine Learning - Tel Aviv Su...Boaz Ziniman
This session will focus on the basic building blocks of Artificial Intelligence (AI) and Machine Learning (ML) using AWS services. It will help you to identify use cases for ML with real-world examples, and help you create the right conditions for delivering successful ML-based solutions to your business.
Building a Streaming Microservices Architecture - Data + AI Summit EU 2020Databricks
Jules Damji and Denny Lee from Databricks Developer Relations will recap some keynote highlights, and each will briefly present personal picks from sessions that resonated well with them. Next, Jacek Laskowski, an independent consultant, will speak about Spark 3.0 internals, and Scott Haines from Twilio, Inc. will give a talk about structured streaming microservice architectures. This live coding session and technical deep dive are not to be missed!
Breaking Voice and Language Barriers with AI - Chatbot Summit Tel AvivBoaz Ziniman
AI and Machine learning allow developers to introduce new voice and language capabilities in their apps and use Natural Language Processing and Natural Language Understanding to break language barriers, add new functionality and expand their target audience.
This session will focus on several AWS AI services for developers, that allow you to add such functionality to your code with minimal effort. We will build an automatic translator, interact with text to speech and connect to a multilingual call center that can be expended to new languages in minutes.
AWS Summit Singapore 2019 | Build, Train and Deploy Deep Learning Models on A...AWS Summits
Speaker: Pedro Paez, Specialist Solutions Architect, AWS
Amazon SageMaker is a fully managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. Amazon SageMaker takes away the heavy lifting of machine learning, thus removing the typical barriers associated with machine learning. In this session, we'll dive deep into the technical details of each of the modules of Amazon SageMaker to showcase the capabilities of the platform.
DevOps is currently one of the most sought after engineering models. One reason is that it helps enterprise transformations. The Amazon transformation to DevOps was born out of the desire to be even more customer obsessed, more agile, and more innovative. Come and learn from our journey as we share the playbook that helped us successfully implement and adopt DevOps as well as the lessons we learned the hard way.
This presentation + demo will provide an overview of AI and machine learning offerings across the Splunk portfolio -- including Splunk Cloud and Splunk Enterprise, Splunk Machine Learning Toolkit, Splunk IT Service Intelligence, Splunk Enterprise Security and Splunk UBA -- and give you insight into how AI and ML can be applied across IT ops, security, IoT and business analytics use cases.
Similar to Intro to Text Classification with TensorFlow (20)
PyBay23: Understanding LangChain Agents and Tools with Twilio (or with SMS)....Elizabeth (Lizzie) Siegle
With LangChain, developers “chain” together different LLM components to create more advanced use cases around LLMs. Agents use LLMs to decide what actions should be taken. Get introduced to LangChain about what you can do with Agents, Tools, and communication APIs!
Talk given at PyBay 2023 in San Francisco, CA on Sunday, October 8, 2023
Given at PyTexas 2023 at the Austin Central Library--build your own ChatGPT over SMS with Python using the OpenAI API! See what endpoints and functions and model the OpenAI API offers, different use cases, and compare it to other similar machine learning libraries and tools.
ChatGPT banned here in Italy? Never fear! Here's a workaround: build your own ChatGPT over SMS or WhatsApp with Twilio and Node.js. See what endpoints and functions and model the OpenAI API offers, different use cases, and compare it to other similar machine learning libraries and tools.
How can Segment help you as an independent developer? Isn't it more for Enterprise developers? This talk at KCDC 2022 went over what indie developers can do with Segment APIs, analyzing data from their personal websites via button clicks and receiving text message notifications when someone visits their personal site
Keynote talk titled "Tech Career Lessons I wish I knew when I was in college Through Taylor Swift" given at AthenaHacks 2023 (February 25) in Los Angeles
Talk given at Square WomEng for Hear + Now 2019 (https://hearandnow2019.splashthat.com), a "lightning talk series that gives a voice to traditionally marginalized groups within the tech industry."
45-minute talk given at iOSCon London on 3/22/19 at SkillsMatter. *Some of the slides did not convert as expected from Keynote to PowerPoint in order to be uploaded here on SlideShare.
How to use Python to Parse HTML with Beautiful Soup -- We Extract Book Quotes from https://goodreads.com/quotes, but you can extract any data you want really, like sports stats, stock indices, specific words, and more!
*slides look better in Keynote format prior to converting to .ppt to upload to Slideshare
https://www.meetup.com/sfpython/events/256053250/
Slides for my talk as a speaker and panelist for college lightning tech talks at Square, San Francisco, on August 11, 2016.
The talk was on Developer Evangelism; some projects I made this summer as a PubNub intern; how to get started with PubNub, the only global Data Stream Network; and how to make a realtime web voting application using PubNub's Project EON.js graph and chart framework.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
Join Maher Hanafi, VP of Engineering at Betterworks, in this new session where he'll share a practical framework to transform Gen AI prototypes into impactful products! He'll delve into the complexities of data collection and management, model selection and optimization, and ensuring security, scalability, and responsible use.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
PHP Frameworks: I want to break free (IPC Berlin 2024)Ralf Eggert
In this presentation, we examine the challenges and limitations of relying too heavily on PHP frameworks in web development. We discuss the history of PHP and its frameworks to understand how this dependence has evolved. The focus will be on providing concrete tips and strategies to reduce reliance on these frameworks, based on real-world examples and practical considerations. The goal is to equip developers with the skills and knowledge to create more flexible and future-proof web applications. We'll explore the importance of maintaining autonomy in a rapidly changing tech landscape and how to make informed decisions in PHP development.
This talk is aimed at encouraging a more independent approach to using PHP frameworks, moving towards a more flexible and future-proof approach to PHP development.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
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