Main takeaways:
- Transitioning from Tech to Technical Product Management - My story
- eCommerce Product Management at the Fortune 1 company
- Product Do's and Dont's - Lessons learned
Where Product Meets Compliance by Booking.com PMProduct School
Main takeaways:
- How to maintain pace and customer focus whilst working on compliance and legal changes
- How to balance legal risk vs business benefit/outcomes
- How to influence and persuade key legal and compliance stakeholders
Lessons from the Best PMs I have Worked With by Miro PMProduct School
Miro Board:
https://miro.com/app/board/o9J_kr5jkjk=/
Main Takeaways:
- What does a great PM impact look like;
- What traits make an impactful product manager;
- Actual templates and frameworks for laying out your business case as a PM.
Bias in Usage and Experimentation Data by fmr Microsoft PMProduct School
Main Takeaways:
- Experimentation may be a false prophet: we love A/B experiments but it might not be what you need
- Data bias: remember *who* your data is coming from
- Customer Diversity & Inclusion: your product may impact the diversity and inclusion of your customers
- Growth by engaging non-traditional users: increasing participation by nonparticipants could be a great way to drive growth
Planning for the Future by fmr Square Product LeadProduct School
This document outlines product management training courses and resources offered by Product School. It describes three certificate paths for individual learners ranging from 20 to 40 hours focused on product leadership, full stack product management, and general product management. It also advertises corporate training to improve employee skills and provides free resources including books, events, job listings, and online communities for product managers.
Transitioning to Product from Marketing by Amazon PMProduct School
Many Software Engineers, UXs and other professionals want to transition to Product Management but do not know how. There are several areas of a product focus including strategy, roadmap, development, launch, metrics, financials and research that are needed from a Product Manager. In this session, the speaker will walk us through their journey to Product Management. They will also highlight their own product as a success story and provide tips on how to transition into Product Management to anyone who is interested.
Transitioning to PM from a Functional Role by fmr Cruise PMProduct School
This document describes product management training resources from Product School including certificates, corporate training, and free resources. Product School offers three certificates - Product Leadership, Full Stack Product Management, and Product Management - ranging from 20 to 40 hours. They also provide part-time product management courses and corporate training to help teams improve their skills. Additional free resources include books, events, job listings, and product management communities.
How to Focus on the Problem, Not the Solution by Spotify PMProduct School
Main takeaways:
-The five why’s - a tried-and-true method to effectively uncover user needs.
-Leveraging the JTBD framework - what are your customers trying to accomplish?
-How do you know you’ve solved the problem? Defining success metrics with your customers from the beginning.
Handling Uncertainty as a PM by Spotify Sr PMProduct School
Main takeaways:
- There are different sources of uncertainty and a Product Manager needs to be aware of them and monitor indicators of upcoming challenges;
- Underlying qualities that help a PM to address uncertainty are: curiosity, flexibility, perseverance, and empathy;
- A Product Manager can use different tools to mitigate and address the uncertainty: storytelling, creating a process, communication, networking, critical thinking, and prioritization.
Where Product Meets Compliance by Booking.com PMProduct School
Main takeaways:
- How to maintain pace and customer focus whilst working on compliance and legal changes
- How to balance legal risk vs business benefit/outcomes
- How to influence and persuade key legal and compliance stakeholders
Lessons from the Best PMs I have Worked With by Miro PMProduct School
Miro Board:
https://miro.com/app/board/o9J_kr5jkjk=/
Main Takeaways:
- What does a great PM impact look like;
- What traits make an impactful product manager;
- Actual templates and frameworks for laying out your business case as a PM.
Bias in Usage and Experimentation Data by fmr Microsoft PMProduct School
Main Takeaways:
- Experimentation may be a false prophet: we love A/B experiments but it might not be what you need
- Data bias: remember *who* your data is coming from
- Customer Diversity & Inclusion: your product may impact the diversity and inclusion of your customers
- Growth by engaging non-traditional users: increasing participation by nonparticipants could be a great way to drive growth
Planning for the Future by fmr Square Product LeadProduct School
This document outlines product management training courses and resources offered by Product School. It describes three certificate paths for individual learners ranging from 20 to 40 hours focused on product leadership, full stack product management, and general product management. It also advertises corporate training to improve employee skills and provides free resources including books, events, job listings, and online communities for product managers.
Transitioning to Product from Marketing by Amazon PMProduct School
Many Software Engineers, UXs and other professionals want to transition to Product Management but do not know how. There are several areas of a product focus including strategy, roadmap, development, launch, metrics, financials and research that are needed from a Product Manager. In this session, the speaker will walk us through their journey to Product Management. They will also highlight their own product as a success story and provide tips on how to transition into Product Management to anyone who is interested.
Transitioning to PM from a Functional Role by fmr Cruise PMProduct School
This document describes product management training resources from Product School including certificates, corporate training, and free resources. Product School offers three certificates - Product Leadership, Full Stack Product Management, and Product Management - ranging from 20 to 40 hours. They also provide part-time product management courses and corporate training to help teams improve their skills. Additional free resources include books, events, job listings, and product management communities.
How to Focus on the Problem, Not the Solution by Spotify PMProduct School
Main takeaways:
-The five why’s - a tried-and-true method to effectively uncover user needs.
-Leveraging the JTBD framework - what are your customers trying to accomplish?
-How do you know you’ve solved the problem? Defining success metrics with your customers from the beginning.
Handling Uncertainty as a PM by Spotify Sr PMProduct School
Main takeaways:
- There are different sources of uncertainty and a Product Manager needs to be aware of them and monitor indicators of upcoming challenges;
- Underlying qualities that help a PM to address uncertainty are: curiosity, flexibility, perseverance, and empathy;
- A Product Manager can use different tools to mitigate and address the uncertainty: storytelling, creating a process, communication, networking, critical thinking, and prioritization.
New Team Mindset with Product Mentorship by Miro Platform PMProduct School
Key takeaways:
- What is product mentorship, how it works, and what effect it can have on your team
- Who can be a good mentor for a product team
- What questions and topics to focus on when you're working with executives and industry leaders as your mentors
Taking Your Product From 0 to 1 by Amazon Sr PMProduct School
Main takeaways:
- Think big and get buy-in on the product vision. Connect the dots and define how the product fits into the grand scheme of things.
- Cut through prioritization. Define your MVP that provides significant incremental benefit to the customer.
- Own the product execution, market it, create buzz, and ship it right.
Remote Product Management by Amazon Product LeadProduct School
This document advertises remote product management training courses from Product School. It offers three certificate paths for individual learners ranging from 20 to 40 hours focused on product leadership, full stack product management, and general product management. It also provides corporate training to improve employee product skills and free resources including books, events, jobs, and communities for product managers.
PM Learnings: Startups vs Global Enterprises by PayPal Sr PMProduct School
Main takeaways:
- Is bigger always better?
- Speed to market is not the dictator of success
- Comparing Jack of all trades & master of none v/s expert of a domain
How to Influence Your Engineering Team by Amazon PMProduct School
Main takeaways:
- Give them your listening ear - Understand their concern and what’s making them nervous about your proposal?
- Share the table- Bring them into your conversation with stakeholders them may be unaware of thereby showing them a bigger picture- Show them the data, where does the product/feature go from here, share anecdotal evidence from the customer
- Make them your key stakeholder- I’m a believer that the best ideas come from dev team- be it efficiency or a creative way of doing something, the dev team is a great resource for product/ feature brainstorming. Start a creative session and see where you go!
Building a Product Roadmap by fmr Amex Dir of ProductProduct School
It's easy to be overwhelmed by the number of responsibilities that a Product Manager has. You want to shine and show that you deserve the trust that the company placed on you. But first, preparation is key. Which is why in this session we will be diving deeper into the skills that will help you get ahead in the competitive PM space.
Dealing with Ambiguity as a PM by Amazon Sr PMProduct School
This document describes the product management training and resources offered by Product School. It offers various certificate programs in product management ranging from 20 to 40 hours that can help individuals level up their skills. It also provides corporate training to help entire teams improve their product management abilities. In addition, Product School offers free resources like books, events, job listings, and online communities to support the product management community.
Product Management and the CEO Mindset by Coinbase PMProduct School
Main takeaways:
- A business is just an extension of a product - the same basic principles apply to create and run successful ones
- It's all about your customer and the bottom line. The job of Product is to enable sales; if someone says otherwise tell them to sell crazy elsewhere, we're all sold out
- You have to have what it takes to go from Zero to One; the right of passage for any Product Manager. What's the journey from thoughts in your brain to returning dollars in the bank?
Building & Testing Products Around Physical Ops by Etsy PMProduct School
This website offers product management training through online courses and certificates, as well as corporate training. Courses range from 20 to 40 hours and cover topics like product leadership, full stack product management, and general product management. Free resources are also provided, such as books, events, job listings, and online communities. Customized corporate training is available to help teams improve their product management skills.
How to Use Data to Power Your Product by Expedia Sr PMProduct School
Main takeaways:
- How strong data understanding can make you a better Product Manager
- The nuances of understanding A/B testing data, marketing attribution, other data sets you can acquire and use
- How to correctly use data to power your product
Surprising Superpowers of Effective PMs by HelloSign PMProduct School
The document promotes product management training courses and resources from www.productschool.com. It offers three certificate paths in product leadership, full stack product management, and product management requiring 20, 40, or 40 hours respectively. The site also provides corporate training to improve employee product management skills and free resources including books, events, job listings, and communities.
How to Get a Group on the Same Page by Google PMProduct School
Product Management today is the hot trend that everyone wants to be a part of. And there's lots that you can learn from established professionals. So when you're starting out your Product Management career, how should you go about it? What are the key tools you need to consider? Join to find out with Darko Vukovic from Google. Being a Product Manager requires structured and organized thinking. Frameworks and toolkits are a handy and effective way to approach problems. Product Managers will learn about many and develop their own throughout their product careers.
Practical Job Search Tips by Google Product ManagerProduct School
This document provides information about product management training courses and resources from www.productschool.com. It offers three certificate programs in product leadership, full stack product management, and general product management that range from 20 to 40 hours. The site also provides corporate training to help teams improve their product skills, and free resources like books, events, job listings, and online communities for product managers.
Managing Machine Learning Products by Spotify Product LeaderProduct School
Main Takeaways:
- You are a product manager first. You need to understand the user and business problem at hand.
- Not every problem is well suited to be solved by ML
- Be ready to open the Black box and explain what your product does
The “Bilingual” PM, Tech & Business by Booking.com Group PMProduct School
Main takeaways:
-What level of technical knowledge should a PM have? Different categories of tech knowledge?
-Why does a PM need technical knowledge?
-Do you need to have a development background to be a technical PM?
-The secret sauce for a great technical PM
Common Mistakes When Starting A/B Testing by Warby Parker PMProduct School
Main takeaways:
- Reading significance in experiments
- Selecting minimal detectable effect without regard to practical significance
- Embracing the mental model of experimenting to learn
New Team Mindset with Product Mentorship by Miro Platform PMProduct School
Key takeaways:
- What is product mentorship, how it works, and what effect it can have on your team
- Who can be a good mentor for a product team
- What questions and topics to focus on when you're working with executives and industry leaders as your mentors
Taking Your Product From 0 to 1 by Amazon Sr PMProduct School
Main takeaways:
- Think big and get buy-in on the product vision. Connect the dots and define how the product fits into the grand scheme of things.
- Cut through prioritization. Define your MVP that provides significant incremental benefit to the customer.
- Own the product execution, market it, create buzz, and ship it right.
Remote Product Management by Amazon Product LeadProduct School
This document advertises remote product management training courses from Product School. It offers three certificate paths for individual learners ranging from 20 to 40 hours focused on product leadership, full stack product management, and general product management. It also provides corporate training to improve employee product skills and free resources including books, events, jobs, and communities for product managers.
PM Learnings: Startups vs Global Enterprises by PayPal Sr PMProduct School
Main takeaways:
- Is bigger always better?
- Speed to market is not the dictator of success
- Comparing Jack of all trades & master of none v/s expert of a domain
How to Influence Your Engineering Team by Amazon PMProduct School
Main takeaways:
- Give them your listening ear - Understand their concern and what’s making them nervous about your proposal?
- Share the table- Bring them into your conversation with stakeholders them may be unaware of thereby showing them a bigger picture- Show them the data, where does the product/feature go from here, share anecdotal evidence from the customer
- Make them your key stakeholder- I’m a believer that the best ideas come from dev team- be it efficiency or a creative way of doing something, the dev team is a great resource for product/ feature brainstorming. Start a creative session and see where you go!
Building a Product Roadmap by fmr Amex Dir of ProductProduct School
It's easy to be overwhelmed by the number of responsibilities that a Product Manager has. You want to shine and show that you deserve the trust that the company placed on you. But first, preparation is key. Which is why in this session we will be diving deeper into the skills that will help you get ahead in the competitive PM space.
Dealing with Ambiguity as a PM by Amazon Sr PMProduct School
This document describes the product management training and resources offered by Product School. It offers various certificate programs in product management ranging from 20 to 40 hours that can help individuals level up their skills. It also provides corporate training to help entire teams improve their product management abilities. In addition, Product School offers free resources like books, events, job listings, and online communities to support the product management community.
Product Management and the CEO Mindset by Coinbase PMProduct School
Main takeaways:
- A business is just an extension of a product - the same basic principles apply to create and run successful ones
- It's all about your customer and the bottom line. The job of Product is to enable sales; if someone says otherwise tell them to sell crazy elsewhere, we're all sold out
- You have to have what it takes to go from Zero to One; the right of passage for any Product Manager. What's the journey from thoughts in your brain to returning dollars in the bank?
Building & Testing Products Around Physical Ops by Etsy PMProduct School
This website offers product management training through online courses and certificates, as well as corporate training. Courses range from 20 to 40 hours and cover topics like product leadership, full stack product management, and general product management. Free resources are also provided, such as books, events, job listings, and online communities. Customized corporate training is available to help teams improve their product management skills.
How to Use Data to Power Your Product by Expedia Sr PMProduct School
Main takeaways:
- How strong data understanding can make you a better Product Manager
- The nuances of understanding A/B testing data, marketing attribution, other data sets you can acquire and use
- How to correctly use data to power your product
Surprising Superpowers of Effective PMs by HelloSign PMProduct School
The document promotes product management training courses and resources from www.productschool.com. It offers three certificate paths in product leadership, full stack product management, and product management requiring 20, 40, or 40 hours respectively. The site also provides corporate training to improve employee product management skills and free resources including books, events, job listings, and communities.
How to Get a Group on the Same Page by Google PMProduct School
Product Management today is the hot trend that everyone wants to be a part of. And there's lots that you can learn from established professionals. So when you're starting out your Product Management career, how should you go about it? What are the key tools you need to consider? Join to find out with Darko Vukovic from Google. Being a Product Manager requires structured and organized thinking. Frameworks and toolkits are a handy and effective way to approach problems. Product Managers will learn about many and develop their own throughout their product careers.
Practical Job Search Tips by Google Product ManagerProduct School
This document provides information about product management training courses and resources from www.productschool.com. It offers three certificate programs in product leadership, full stack product management, and general product management that range from 20 to 40 hours. The site also provides corporate training to help teams improve their product skills, and free resources like books, events, job listings, and online communities for product managers.
Managing Machine Learning Products by Spotify Product LeaderProduct School
Main Takeaways:
- You are a product manager first. You need to understand the user and business problem at hand.
- Not every problem is well suited to be solved by ML
- Be ready to open the Black box and explain what your product does
The “Bilingual” PM, Tech & Business by Booking.com Group PMProduct School
Main takeaways:
-What level of technical knowledge should a PM have? Different categories of tech knowledge?
-Why does a PM need technical knowledge?
-Do you need to have a development background to be a technical PM?
-The secret sauce for a great technical PM
Common Mistakes When Starting A/B Testing by Warby Parker PMProduct School
Main takeaways:
- Reading significance in experiments
- Selecting minimal detectable effect without regard to practical significance
- Embracing the mental model of experimenting to learn
Webinar: The Art of Prioritizing Your Product Roadmap by AWS Sr PM - TechProduct School
The document discusses prioritizing a product roadmap by selecting parameters, scoring features, and mapping them on a value vs effort framework. It recommends clearly defining roadmap objectives, choosing a customizable framework like value vs effort, selecting parameters like revenue and customer needs for scoring features, and categorizing investments as strategic, easy wins or maintenance based on the scoring to effectively set the product direction.
Harnessing the Power of GenAI for Exceptional Product Outcomes by Booking.com...Product School
This document discusses harnessing the power of generative AI to improve product outcomes. It describes generative AI as a type of machine learning that allows computers to generate new and original ideas, like a creative chef using knowledge gained from recipes. The author discusses opportunities for generative AI across major business areas like demand generation, productivity, and products. Specific opportunities for Booking.com are explored, like better understanding customer intent and personalized recommendations. The author's vision is for systems that understand users in their natural language and help shape trip intent in a dynamic way that best serves customer needs.
Relationship Counselling: From Disjointed Features to Product-First Thinking ...Product School
The document discusses how Adyen improved its products by shifting from disjointed feature development to product-first thinking. Previously, Adyen had too many OKRs, complex metrics, and local success metrics that led to isolated components and fragmented experiences. It moved to fewer prioritized OKRs, global metrics, and end-to-end product management. This unified its offerings, improved the customer experience, and increased full funnel conversion rates by up to 300 basis points through its integrated risk, authentication, and optimization products working holistically.
Launching New Products In Companies Where It Matters Most by Product Director...Product School
This document discusses lessons learned from launching new products at large companies. It outlines three key lessons: 1) Figure out a clear strategic "why" for the new product that aligns with the company's overall strategy. 2) Really listen to stakeholders across the organization to understand their needs. 3) Assemble a cross-functional team that can get support and input from different parts of the organization, but isn't too large that it becomes unwieldy. The document emphasizes the importance of understanding strategic context, stakeholder needs, and effective team composition for successful new product launches at established companies.
Revolutionizing The Banking Industry: The Monzo Way by CPO, MonzoProduct School
Monzo is revolutionizing the banking industry by taking a customer-first approach called "The Monzo Way." This involves starting from first principles, building products through constant dialogue with users, and piloting internally before growth. Monzo gathers extensive customer feedback and has conducted over 500 research interviews and reports. It strives for industry-leading customer service and uses this research to develop innovative new products for investments and home ownership tailored to customer needs. Monzo's community-focused approach has helped it become the UK's highest rated bank for overall service quality for four years running.
Synergy in Leadership and Product Excellence: A Blueprint for Growth by CPO, ...Product School
This document discusses synergy between leadership and product excellence. It provides a blueprint for growth with three pathways: 1) an agile, retrospective culture, 2) rapid learning and experimentation, and 3) transparency and feedback culture. Ultimately, career fulfillment comes from aligning skills and passions, whether as an individual contributor or manager, by embracing what brings joy and taking a holistic approach to growth.
Act Like an Owner, Challenge Like a VC by former CPO, TripadvisorProduct School
The document discusses how product teams can act like owners and investors to maximize returns. It recommends following three principles: 1) The investment principle - treat time as an investment that should generate ROI. 2) The capping principle - limit ambitions based on discovery. 3) The portfolio principle - allocate resources across a portfolio of high-risk/high-reward, medium-risk, and low-risk/low-hanging fruit initiatives based on their potential ROI. Managing product work like a VC portfolio can help product teams act like owners and challenge stakeholders to seek maximum returns.
The Future of Product, by Founder & CEO, Product SchoolProduct School
Product teams will need to contribute directly to revenue growth, not just user value. They will sit at the intersection of technology and business. Artificial intelligence will allow product teams to do more with less people by automating tasks and providing insights. To succeed in this new era, companies must empower their product teams with the right skills and integrate them closely with other functions like marketing, sales, and customer success.
Webinar How PMs Use AI to 10X Their Productivity by Product School EiR.pdfProduct School
Explore AI tools hands-on and smoothly integrate them into your work routine. This practical experience is here to empower you, offering insights into the mindset of successful Product Managers. Learn the skills to become a more effective Product Manager.
Main Takeaways:
Hands-On AI Integration:
Learn practical strategies for integrating AI tools into your workflow effectively.
Mindset Insights for Success:
Gain valuable insights into the mindset of successful Product Managers, unlocking the secrets to their achievements.
Skill Empowerment for Growth:
Acquire essential skills that empower your evolution toward becoming a more effective and impactful Product Manager.
Webinar: Using GenAI for Increasing Productivity in PM by Amazon PM LeaderProduct School
In this webinar, you will learn how AI can take work off your plate, allowing you to focus on deep thinking or critical work. Cut out the drudge work in Product Management and get more out of your day.
Learnings:
Improve workflows that are high frequency - "manual tasks"
Increase the quality of output that has high importance - "brainy tasks"
Put GenAI to work today
Unlocking High-Performance Product Teams by former Meta Global PMMProduct School
Main Takeaways:
- High-Performing Team Dynamics: You’ll gain insights into fostering high-performance teamwork.
- Unveiling Team Personas: You’ll learn about different personas in the team and how to foster these differences.
- Decoding the Team Needs x Productivity Equation: You’ll learn about different team needs and how they correlate with engagement and productivity.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Webinar: Designing a schema for a Data WarehouseFederico Razzoli
Are you new to data warehouses (DWH)? Do you need to check whether your data warehouse follows the best practices for a good design? In both cases, this webinar is for you.
A data warehouse is a central relational database that contains all measurements about a business or an organisation. This data comes from a variety of heterogeneous data sources, which includes databases of any type that back the applications used by the company, data files exported by some applications, or APIs provided by internal or external services.
But designing a data warehouse correctly is a hard task, which requires gathering information about the business processes that need to be analysed in the first place. These processes must be translated into so-called star schemas, which means, denormalised databases where each table represents a dimension or facts.
We will discuss these topics:
- How to gather information about a business;
- Understanding dictionaries and how to identify business entities;
- Dimensions and facts;
- Setting a table granularity;
- Types of facts;
- Types of dimensions;
- Snowflakes and how to avoid them;
- Expanding existing dimensions and facts.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP