Main takeaways:
1. Tips on how to collaborate effectively with your peers
2. How to build strong relationships
3. How to build the right product for your customers
Tales of Product: Mistakes & Failures by Visa Sr Dir of ProductProduct School
A few failures (and lessons learned) I'll talk about:
- Poor go to market strategy and a failed startup
- How not to let someone go (fire them)
- Losing $100K in less than an hour
Building a Roadmap for Multiple Products by Yelp PMProduct School
Main takeaways:
- Identifying the opportunities that would benefit multiple products
- Discussion if we should build for multiple products and potential risks
- How to build a hypothesis and get stakeholder alignment
Webinar how to be a top 1% pm by fmr adobe pmProduct School
Main takeaways:
- Doing things differently: examples of 1% PMs
- Skills you need to be exceptional, and how to get them
- Succeeding at every stage of your PM career
Conversion rate optimization (CRO) means measuring and improving your product a little bit every day. It’s a commitment to leave the status quo behind and seek new and better ways to get, keep, and grow your customer metrics.
Webinar: 8 Difficulties When Entering Chinese Market by Airbnb fmr PMProduct School
Main Takeaways:
- Learning about the biggest dilemmas faced by a PM for entering the Chinese Market
- Learning about the biggest pitfalls of product localization in China (so that you can avoid them)
- Developing a framework to prioritize product localization improvements
Tales of Product: Mistakes & Failures by Visa Sr Dir of ProductProduct School
A few failures (and lessons learned) I'll talk about:
- Poor go to market strategy and a failed startup
- How not to let someone go (fire them)
- Losing $100K in less than an hour
Building a Roadmap for Multiple Products by Yelp PMProduct School
Main takeaways:
- Identifying the opportunities that would benefit multiple products
- Discussion if we should build for multiple products and potential risks
- How to build a hypothesis and get stakeholder alignment
Webinar how to be a top 1% pm by fmr adobe pmProduct School
Main takeaways:
- Doing things differently: examples of 1% PMs
- Skills you need to be exceptional, and how to get them
- Succeeding at every stage of your PM career
Conversion rate optimization (CRO) means measuring and improving your product a little bit every day. It’s a commitment to leave the status quo behind and seek new and better ways to get, keep, and grow your customer metrics.
Webinar: 8 Difficulties When Entering Chinese Market by Airbnb fmr PMProduct School
Main Takeaways:
- Learning about the biggest dilemmas faced by a PM for entering the Chinese Market
- Learning about the biggest pitfalls of product localization in China (so that you can avoid them)
- Developing a framework to prioritize product localization improvements
Optimize to Learn Early in Your PM Career by fmr Uber PMProduct School
Main Takeaways:
- How to determine what you want to learn
- How to take action to learn what you want
- How to evaluate your learning to maximize your learning rate
Webinar: Women in Product by Visa Sr Director of ProductProduct School
Main Takeaways:
-What is product management and how do you break into it?
-Importance of finding your unique voice as a woman product manager
-Mentorship and sponsorship and why that is important
Main Takeaways:
- Inputs, Outputs, and Unknowns: learn the framework for the business case
- Data to Insights: find the right data points for your case, and tailor your communications to the most critical points for your audience
- Make the Commitment: Promise what you'll give in exchange for what you'll get
Building products with balance by atlassian sr pm.pptxProduct School
Main Takeaways:
- What are balanced products? Why is balancing different product elements so important for product managers?
- What happens when imbalance creeps in? Various scenarios when that happens and the possible negative impact on the end product.
- How to prevent imbalance in various product elements?
Storytelling in Product Management by fmr OpenTable Sr PMProduct School
Main Takeaways:
- Most people remember stories, not data
- Emotions are key to success
- Stories are for internal stakeholders too, not just for customers
How to Prioritize & Cut Through Noise by PayPal Group PMProduct School
Main Takeaways:
- A clear purpose will make your days and weeks more productive
- Learn to differentiate between urgent and important
- Realize that you have to make time for what is important. If you go with the flow, it will not happen automatically
Webinar: Prioritize, Plan, Check, Act, Repeat by Amazon Sr PMProduct School
Main takeaways:
- Prioritize products to determine what you should build next, and prioritize work within a product to efficiently execute the product development.
- Plan the product roadmap effectively, define the success criteria, and monitor regularly to flag issues early and act to course correct
- Repeat! Until the successful product rollout
Identifying Your Product Management Style by LinkedIn Sr PMProduct School
Main takeaways:
The problem space you would like to work in.
->The vision and mission of the company you join or start. Example: LinkedIn’s “create economic opportunity for every member of the global -workforce by connecting the wold’s processionals"
->The technical solutions needed to solve the problem. Example: “Recommendation models to help connect people to each other”
->Self-identification of skills, interests, and passions.
Technical PM (former Eng) vs Design PM (former designer) vs Leadership PM (Product School/MBA)
->The type of company you want to join or start.
->Large, medium, or small. Public, non-profit, or start-up. B2B, B2C, Enterprise, Software only, or physical (hardware) and software.
Transferable PM Skills Across Domains by PayPal Sr PMProduct School
Main Takeaways:
-Rigor, experimentation, and adaptability: key skills to develop
-An understanding of what's good and what's possible
-The importance of culture and working with partners
First 90 Days as a New Product Manager by former Flipkart PMProduct School
Joining a company as a new product hire is an exciting opportunity to kickstart or fuel your product career. How you establish yourself, as a role/function in your company will play a huge role in determining your success as a Product Manager.
Ramping up to start owning the company goals and building a product is an incredible trajectory. This session attempted to lay out recommendations on how to go about this new journey you have embarked on.
Getting the Best Out of Your Engineers by HubSpot Product LeaderProduct School
Main Takeaways:
-Shift your engineers mindset from execution-only, to collective ownership of the problem and the outcome
-Empower your team to become proactive problem solvers, not just "doers"
-Remove yourself as the blocker to your team's success
A Research & Development Approach to PM by BBC Executive PMProduct School
DISCLAIMER: This event is ONLINE The instructions to join will be sent to all registered attendees via email shortly before the event.
About this event
As a Product Manager, you’re responsible for delivering products and features that both delight customers and move the company closer to its top-line metrics. However, how do you know whether the individual features you ship each sprint or each quarter are successful?
Main Takeaways:
What is BBC Research & Development
What innovation products have I launched
What’s worked/what hasn’t
10 tips for being a product manager in an Innovation lab
Unlock Product Growth & User Engagement by Microsoft Sr PMProduct School
Main Takeaways:
- But my active user count is growing, why should I study retention?
- Active vs activated users and how they impact churn and retention
- Customer retention lifecycle
- Cohort definitions, time windows, hypotheses & experiments
Take Action
Build Successfully: Use the Mission of Your Brand by Disney Sr PMProduct School
Main Takeaways:
-The importance of believing in the brand your products are building.
-How a defined and understood culture can drive successful product delivery.
-The value of your users understanding the mission and vision of your brand.
How to be an Effective Product Leader by Uber Group PMProduct School
Main takeaways:
- What makes a Product leader effective?
- Setting Product Vision and a Strategy
- How to create measurable customer value add?
- How to create high performing teams?
Optimize to Learn Early in Your PM Career by fmr Uber PMProduct School
Main Takeaways:
- How to determine what you want to learn
- How to take action to learn what you want
- How to evaluate your learning to maximize your learning rate
Webinar: Women in Product by Visa Sr Director of ProductProduct School
Main Takeaways:
-What is product management and how do you break into it?
-Importance of finding your unique voice as a woman product manager
-Mentorship and sponsorship and why that is important
Main Takeaways:
- Inputs, Outputs, and Unknowns: learn the framework for the business case
- Data to Insights: find the right data points for your case, and tailor your communications to the most critical points for your audience
- Make the Commitment: Promise what you'll give in exchange for what you'll get
Building products with balance by atlassian sr pm.pptxProduct School
Main Takeaways:
- What are balanced products? Why is balancing different product elements so important for product managers?
- What happens when imbalance creeps in? Various scenarios when that happens and the possible negative impact on the end product.
- How to prevent imbalance in various product elements?
Storytelling in Product Management by fmr OpenTable Sr PMProduct School
Main Takeaways:
- Most people remember stories, not data
- Emotions are key to success
- Stories are for internal stakeholders too, not just for customers
How to Prioritize & Cut Through Noise by PayPal Group PMProduct School
Main Takeaways:
- A clear purpose will make your days and weeks more productive
- Learn to differentiate between urgent and important
- Realize that you have to make time for what is important. If you go with the flow, it will not happen automatically
Webinar: Prioritize, Plan, Check, Act, Repeat by Amazon Sr PMProduct School
Main takeaways:
- Prioritize products to determine what you should build next, and prioritize work within a product to efficiently execute the product development.
- Plan the product roadmap effectively, define the success criteria, and monitor regularly to flag issues early and act to course correct
- Repeat! Until the successful product rollout
Identifying Your Product Management Style by LinkedIn Sr PMProduct School
Main takeaways:
The problem space you would like to work in.
->The vision and mission of the company you join or start. Example: LinkedIn’s “create economic opportunity for every member of the global -workforce by connecting the wold’s processionals"
->The technical solutions needed to solve the problem. Example: “Recommendation models to help connect people to each other”
->Self-identification of skills, interests, and passions.
Technical PM (former Eng) vs Design PM (former designer) vs Leadership PM (Product School/MBA)
->The type of company you want to join or start.
->Large, medium, or small. Public, non-profit, or start-up. B2B, B2C, Enterprise, Software only, or physical (hardware) and software.
Transferable PM Skills Across Domains by PayPal Sr PMProduct School
Main Takeaways:
-Rigor, experimentation, and adaptability: key skills to develop
-An understanding of what's good and what's possible
-The importance of culture and working with partners
First 90 Days as a New Product Manager by former Flipkart PMProduct School
Joining a company as a new product hire is an exciting opportunity to kickstart or fuel your product career. How you establish yourself, as a role/function in your company will play a huge role in determining your success as a Product Manager.
Ramping up to start owning the company goals and building a product is an incredible trajectory. This session attempted to lay out recommendations on how to go about this new journey you have embarked on.
Getting the Best Out of Your Engineers by HubSpot Product LeaderProduct School
Main Takeaways:
-Shift your engineers mindset from execution-only, to collective ownership of the problem and the outcome
-Empower your team to become proactive problem solvers, not just "doers"
-Remove yourself as the blocker to your team's success
A Research & Development Approach to PM by BBC Executive PMProduct School
DISCLAIMER: This event is ONLINE The instructions to join will be sent to all registered attendees via email shortly before the event.
About this event
As a Product Manager, you’re responsible for delivering products and features that both delight customers and move the company closer to its top-line metrics. However, how do you know whether the individual features you ship each sprint or each quarter are successful?
Main Takeaways:
What is BBC Research & Development
What innovation products have I launched
What’s worked/what hasn’t
10 tips for being a product manager in an Innovation lab
Unlock Product Growth & User Engagement by Microsoft Sr PMProduct School
Main Takeaways:
- But my active user count is growing, why should I study retention?
- Active vs activated users and how they impact churn and retention
- Customer retention lifecycle
- Cohort definitions, time windows, hypotheses & experiments
Take Action
Build Successfully: Use the Mission of Your Brand by Disney Sr PMProduct School
Main Takeaways:
-The importance of believing in the brand your products are building.
-How a defined and understood culture can drive successful product delivery.
-The value of your users understanding the mission and vision of your brand.
How to be an Effective Product Leader by Uber Group PMProduct School
Main takeaways:
- What makes a Product leader effective?
- Setting Product Vision and a Strategy
- How to create measurable customer value add?
- How to create high performing teams?
You Are 'Your' Backlog by fmr Microsoft Prod Mgmt ConsultantProduct School
Main takeaways:
- The real reason why you should have a “deep” backlog!
- Have enough stories refined and ready, but not too much
- Developers have varying preferences for consuming information
You Are 'Your' Backlog by fmr Microsoft Prod Mgmt ConsultantProduct School
Main takeaways:
- The real reason why you should have a “deep” backlog!
- Have enough stories refined and ready, but not too much
- Developers have varying preferences for consuming information
The Role of Innovation in Product Career by eBay Sr PMProduct School
Main Takeaways:
-Innovation opportunities in big tech companies
-My learnings being an innovation champion @ eBay
-How Innovation mindset can help you as a product owner
-How can an innovation mindset help shape your product career
Meet the Speaker: Parin Jogani
Think About New Products & Measure Their Success by Amazon Sr PMProduct School
Main takeaways:
- Find your north star to develop great products
- The best strategies needed for a Product Manager to launch a successful product or feature
- Funnels, cohorts, and other fascinating and exciting measures of success
Embrace a Non-Traditional Product Career by Amazon ProductProduct School
Main Takeaways:
-How to properly set up your career
-Give yourself benchmarks as you're going on your career journey
-Common opportunities and pitfalls that you can expect, and how to mitigate and take advantage of them
Embrace a Non-Traditional Product Career by Amazon ProductProduct School
Main Takeaways:
-How to properly set up your career
-Give yourself benchmarks as you're going on your career journey
-Common opportunities and pitfalls that you can expect, and how to mitigate and take advantage of them
Product & Development Collab Tactics by Workday Dir of PMProduct School
Main Takeaways:
- How has the relationship evolved over time?
- Where does Agile development approach help & hurt in this equation?
- Lessons learned over the years to make this relationship successful
Live it to Weave It: PM & Storytelling by Microsoft Product LeaderProduct School
Main Takeaways:
- How to be a good storyteller
- How to connect with your peers, stakeholder, and end-customer by means of your story
- What it means to be able to drive a success story into a successful product
- How to connect the other Pillars of PM discipline through a story
Live it to Weave It: PM & Storytelling by Microsoft Product LeaderProduct School
Main takeaways:
-How to be a good storyteller
-How to connect with your peers, stakeholder, and end-customer by means of your story
-What it means to be able to drive a success story into a successful product
-How to connect the other Pillars of PM discipline through a story
Nurturing an Innovative Product Culture by Reonomy Lead PMProduct School
Main takeaways:
- Recognize the difference between routine and innovative work, and alter your management style accordingly
- Leverage the factors that drive creativity in your product team to create even more innovation
- 'Forgive and remember' - the best way to deal with development setbacks
Webinar: Key Learnings From 20 Years in Product by fmr Adobe Principal PMProduct School
Main takeaways:
- How to continue to grow in your product management journey?
- How to think about customer experience when building products?
- How to work across teams and drive impactful results for your business?
How to Become Better at Prioritization by fmr Dropbox PMProduct School
At the heart of a Product Manager's responsibility is prioritization
- The simple ROI chart to prioritize among various opportunities rarely works in real-life scenarios
- This talk will share some lessons in prioritization from real product cases and examples
How to Build Successful Product Partnerships by Wealthsimple PMProduct School
Main takeaways:
- What to look for when selecting another company to build a Product with
- The unique benefits and challenges that come with co-building
- The skills that make a successful partnership-focused Product Manager
Similar to How to Effectively Collaborate as a PM by Twitch Sr PM (20)
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.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
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
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
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.
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.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
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
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.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
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.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
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
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!
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
If you’re interested to connect with other Product Managers, aspiring PMs, or those within tech, join our Slack community of over 40,000 professionals. It’s a great place to network and to find interesting content. We host a weekly AMA through our Slack channel on Tuesdays from 11:15am - 12pm PST. We have also recently launched the Job Portal where you can find the latest Product Management opportunities! As members of the Product School community, we'd like to provide you with these resources at your disposal.
Product School’s Product Management Certificate Path comprises of 3 part-time courses for professionals with strong technical or business background who want to further explore Product Management at software-based companies.
During Product Management Training you will first learn Product Management fundamentals to understand the software product lifecycle and what it takes to successfully transition into a product management role.
You’ll then be trained to retrieve data, understand its value and make impactful decisions with SQL, data visualization and Tableau. Learn to understand your users to deliver exceptional UX/UI design and develop a robust digital marketing plan. During the Full Stack Product Management Training, you will deep dive into the technical knowledge to enhance your ability to work with agile teams.
Finally, Product Leadership Training will elevate your product knowledge to become an effective Product Leader. You'll do an in-depth analysis on how to implement best PM practices on a strategic level to significantly impact your company’s portfolio and revenue. Learn the soft skills to manage product teams and manage stakeholders to deliver performing products.
As well as individual courses we provide corporate training across the world! If you’d like to upskill your product team this is the best option for you. We have trained employees from multiple companies such as Deloitte, Salesforce, JP Morgan, Bank of America amongst many other companies across all industries.
Tonight's talk is “ [TITLE] ” with [NAME]. Welcome, [NAME].
PMs who don’t build relationships can try to force things to get done
Fail to build successful products
Due to lack of buy in
Two ends to the spectrum
Dont have an opinion with info - base opinions off of others
People who think they are right and have an opinion and don’t listen to others
Problem with the first:
you aren’t able to lead or provide direction
You are easily sayed
Problem with the second:
People dont feel valued
No single person is always right or knows everything
Being this type of PM will eventually take teams down the wrong path
You dont want to be either
You want to be right in the middle
Have an opinon based on what you know
But open to listening to others and becoming flexible
It comes down to two things- relationships with your partners and knowing your customer
I tried to figure out how to split this up to make it easier to understand, but you really can’t have one without the other. They’re too intertwined
Engineering, Design, other PMs, managers,
As a PM you don’t have the power to tell people what to do, they don’t report to you, you have no actual authority
You are the CEO of your product, without the actual power
The only way you get things done is by building relationships
Get engineering and design involved as early as you can
Get to know your teams working styles
Working successfully as a team means you need to trust each other
If there is no trust, you’re pretty much screwed from the get-go
It comes back to the user Know and be the voice of your customer
Your opinion needs to be grounded in your customer
Understand how they think, what their needs are, and how you can make their lives better
Try to go through what they would do so you can understand what their needs are and empathize with them
You should know the needs of the customer better than anyone else
Your job is to constantly be learning about your customer
Have the quantitative and qualitative information about the customer written down
Opinions need to be grounded on the user
It is easier to align with anybody if you make your customer the most important person in the decisions
Don’t lie
A problem can be solved multiple ways- and your way might not be the right way
It is not your job to dictate how things are done
Your partners need to feel comfortable having a discussion and giving you honest feedback and opinions
Your team should give recommendations on how they think a problem should be addressed and why they think your solution may not be the correct one
It is your job to evaluate the information presented to you and choose the path forward you think is correct after evaluation of implementation cost and business impact
Build the right product for your customer
Don’t waste their time
People have opinions and you can’t get away from them
But if you know your customer, have done your research, and believe you have come up with the best solution- you need to put a stake in the ground
If there is an impass- maybe its time to re-evaluate or run an experiment
There are ways to manage opinoins and have difficult conversations
The solution s not to lash back
Lets say you present a spec to your team and you’re ready to kick off- your team needs to know how soon this needs to be released, how you want to approach the problem,
Set expectations early on and work with the team to define milestones and timelines
If a team member is misaligned then it is your job to figure out how to realign expectations
During execution, your priority is to manage blockers for the engineering team
I always tell the people i work with that my job is to make their lives easier so they can deliver the product
It is not their job to manage other blockers, but they can handle the smaller ones- you need to make sure they know you are available to jump in
You need to be there for the big ones so they can deliver the product
If a partner has helped you by providing you with more insight, support, brainstorming time- recognize them
This shows that you value their contribution
You may not have learned what you know now without that person
When you make a mistake, you need to take ownership
Example: forgot to implement tracking correctly, didn’t update a jira ticket properly
Feel free to speak with me and I can point you in the right direction (explain where to apply). Or you can visit www.productschool.com
Have a good night!