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A Beginner’s Guide to Writing a “Killer” PRD

A Product Requirement Document (PRD) outlines a product’s functionalities and requirements, considering external dependencies, so that all stakeholders understand why they are building the product, what they’re building, and who it’s for.
The structure of a PRD can differ based on the stakeholders, but it should be in very basic English such that all stakeholders can understand.
The PRD speeds up development by helping structure the product and enabling faster development by providing clarity on the product's requirements and outputs.
It serves as an accountability document, ensuring that the product is as it should be and everyone understands their roles and responsibilities. It also helps track progress and keeps the project on schedule and within budget.

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261

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Does Your Product Really Need AI?

AI is being sold as the solution, but it must solve real user problems to be effective.
Many companies use AI as a marketing buzzword to attract investors.
Consider the audience and focus on delivering tangible benefits when implementing AI.
Carefully evaluate if AI integration is necessary and choose the right data models and tech-stack.

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Logrocket

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Leader Spotlight: Empowering teams toward growth and ownership, with Pratiksha Rao

Pratiksha Rao is Head of Product, Thumbtack Pro at Thumbtack, a technology company.
Pratiksha talks about how true leadership is empowering others, and how she works to empower teams to grow as individuals and with the organization.
Her leadership style is deeply rooted in empathy, strategic empowerment, and creating a collaborative mindset.
Uniting diverse perspectives from product, engineering, marketing, sales, customer support, and other cross-functional teams allows everyone to operate as a cohesive unit with a shared purpose.
Empowering someone to take ownership of a project helps them feel valued and contributes to the team's creative thinking, which is essential to innovation.
Celebrating smaller milestones helps maintain momentum and a sense of accomplishment.
Articulating a clear vision connects work to something that resonates with each team member and reinforces the team's collective purpose.
Her goal is to provide the right balance of guidance and autonomy to help each team member perform at their best, grow in the organization, and ultimately succeed.
The fail-fast method is an effective technique to create an environment where team members feel heard, respected, and empowered to take ownership of their work.
Mentorship has played a huge role in her growth, and she tells every single person that she manages that mentorship is a huge deal.

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Medium

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What is TikTok Shop Affiliate?

TikTok Shop Affiliate is a feature on TikTok that allows users to make money without showing their face.
AI-generated TikTok videos have earned over $100,000 from TikTok Shop Affiliate.
Users can start this side hustle with a brand-new TikTok account and no followers.
The opportunity to earn money through TikTok Shop Affiliate is still available despite talks of a potential TikTok ban.

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Medium

446

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Reasoning, Emotions and Product

Product management involves a balance between reason and emotion.
Data provides clarity while emotion creates impact.
Stories crafted around data help create products users love.
The balance between reason and emotion is crucial in leadership and product development.

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Medium

293

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Edge vs Cloud Media Transcoding: A Comprehensive Comparative Analysis

Edge transcoding is an emerging paradigm that distributes media processing closer to the end-user or content origin.
Key benefits of edge transcoding include reduced latency, lower bandwidth consumption, enhanced privacy, improved real-time processing, and reduced cloud infrastructure dependencies.
Technological enablers for edge transcoding include 5G networks, advanced edge computing hardware, specialized AI/ML accelerators, and lightweight transcoding algorithms.
Comparative performance analysis shows that edge transcoding offers lower latency, minimal network overhead, and distributed scalability compared to cloud transcoding.

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Medium

424

Elevate Your Life: 20 Powerful Habits to Ignite Your Potential

Waking up early and dedicating the first hour of your day to meaningful activities sets the tone for success.
Take a few moments each day to list things you’re grateful for.
Define short-term and long-term goals that align with your values and passions.
Read books, attend workshops, or listen to podcasts on topics that interest you.

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Medium

302

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A case study of Netflix: Navigating the Product Lifecycle

Netflix faced the challenge of convincing customers that renting DVDs online could replace traditional rental stores.
Netflix's focus on customer experience and the launch of streaming video led to explosive growth.
Netflix differentiated itself through content expansion and global expansion, becoming a global streaming powerhouse.
Facing competition and market saturation, Netflix shifted focus to content creation and international markets to maintain its dominance.

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Medium

270

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A Case Study on a Successful Product Manager: Christina Gkofa’s Impact as a Product Manager

Christina Gkofa operates at the intersection of design, development, and business strategy, demonstrating her versatility as a product manager.
Through cross-functional collaboration, Christina creates an environment where innovation thrives, enabling efficient workflows and impactful product outcomes.
Her ability to bridge gaps between design, engineering, and stakeholders ensures the smooth execution of even the most complex initiatives.
Christina's story emphasizes the importance of flexibility, communication, and a user-centered mindset for aspiring product managers.

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Medium

406

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Applications of Hypergraph Community Detection in Product-Centric Organizations

Hypergraph modelling is used to solve clustering and segmentation problems in product management called the community detection or modularity optimization problem, where the aim is to identify groups or communities within a network where nodes are more densely connected to each other than to nodes outside the group.
Hypergraphs provide a flexible framework to model complex relationships through hyperedges that connect multiple nodes simultaneously.
To set up the hypergraph model, the relevant vertices (nouns) and hyperedges (verbs) must be identified. The incidence matrix is formed and many categories can be captured as weights to hypergraphs like the significance of a hyperedge, effectiveness or efficiency of interactions, and many more like these.
The modularity matrix compares the actual connections in the network to what we’d expect if connections were made randomly. Positive values suggest nodes might be in the same community, and negative values that they might be in different communities.
The optimal number of communities is identified through the modularity coefficient, which typically increases as the number of communities increases, but with diminishing returns. The optimal number of communities is at the bend point of the elbow curve.
Community-aware recommendation involves identifying the community of the target user or item, exploring vertices (users or items) within that community, expanding to connected communities, if needed, and scoring and ranking potential recommendations based on their relevance and similarity.
Community detection has benefits over collaborative filtering, namely, cold start and sparsity challenges.
This article introduces the concept of community detection and its applications with a simple example. Even in this example, there is potential for layers of complexities like adding weights to the hypergraph.

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Medium

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Transferrable skills: Technical Writer to Product Manager

Moving to product management from technical writing is not incredibly common, but it makes a lot of sense.
If you’ve worked with product teams and paid attention to how they operate, you have likely observed good and bad workflows and have an opinion on what works and what doesn’t. That is a huge asset in moving to product management.
Technical writers are often masterful interviewers. Product managers must also examine something from every angle. Good interviewing skills will get this done.
Technical writers ask how users use the product, what can be done with the product that users aren’t doing or using and how we can educate users inside or outside of the system to help them achieve a better outcome with the software. These are critical questions that product managers should also ask.
Technical writers are used to breaking content into small, manageable chunks for user readability and findability. As a product manager, you must break large features into smaller chunks for engineering teams to work on.
Technical writer quality that translates well to product management is being a curious problem solver.
Well, guess what? All of this is product management: Understanding, deeply, software product development, leading teams to build the next feature, which you are also researching and evaluating and adding to the queue. If you’ve worked with product teams and paid attention to how they operate, you have likely observed good and bad workflows and have an opinion on what works and what doesn’t. That is a huge asset in moving to product management.
Technical writers have to deliver a documentation product, regardless of whether it involves an engineering-heavy workflow.
Technical writers that see the flaws in a system, and speak to how to fix them may make an excellent product manager. A skill that is usually mastered by technical writers who have competing priorities, deadlines, and cross-functional stakeholders.
Not every product management skill was in my skill set when I moved from technical writing.

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Medium

410

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Inclusive CoDesign for Product and Project Managers: Principles and Responsibilities

Product and project managers (PMs) play pivotal roles in shaping technology products, acting as bridges between partners, people using the technology, and development teams.
This article explores actionable strategies for PMs to embrace intentional, effective CoDesign practices, equipping them with the knowledge and skills to transform projects into collaborative and equitable endeavors.
PMs can participate in Inclusive CoDesign by promoting inclusivity, equity, and collaboration through shared decision-making, iterative collaboration, and equitable participation at every stage of the design process.
Inclusive CoDesign serves various benefits, such as achieving high adoption rates, human-friendly design, and cultural relevance in technology products.

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Medium

302

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A STRANGE PHONE CASES CAN DESERVE YOUR ATTRACTION

Exceptional Drop Protection: This phone case offers 4 ft. drop protection, certified by 2x military-grade standards.
Slim and Lightweight Design: The case is slim, lightweight, and easy to handle.
Elegant Rabbit Ribbon Design: Adds sophistication to your phone with its clear black finish.
Anti-Slip Grip: The case provides an anti-slip grip for secure handling.

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Medium

433

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New Media Capstone: Aisle Assist — Reinventing The Way you shop with Apple Intelligence

Aisle Assist is a project aimed at simplifying meal planning and grocery shopping for college students
The project integrates Apple Intelligence with the Walmart App to enhance shopping efficiency and smarter budgeting
The advanced Siri integration allows users to benefit from enhanced in-store experience
The team behind Aisle Assist is proud of their collaborative effort and the rewarding outcome

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Medium

433

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Micro xBanking: Helping Underbanked Communities with Blockchain Technology

xBanking is a decentralized financial system that is built on blockchain technology to help underserved communities get access to financial tools.
Around 1.7 billion adults worldwide don’t have access to banking services, which affects people in rural or poor areas the most.
Traditional banks are not accessible for people due to lack of branches, high fees, and trust issues, making it difficult for people to join the economy.
xBanking ensures easy access for everyone, allowing anyone with an internet connection to use financial services.
Blockchain-based transactions are often cheaper than traditional banking methods, and xBanking makes sending and receiving money across countries easy and affordable.
People do not need to open traditional bank accounts to use xBanking, and they can store and manage money directly through a digital wallet.
xBanking uses smart contracts to make microloans possible, which are small loans that can be given directly between individuals or businesses, without the need for banks or credit histories.
Blockchain records every transaction, so payment transparency and security are guaranteed, increasing trust and participation in community crowdfunding projects.
xBanking provides access to financial services in remote areas, microloans for entrepreneurs and better remittance services.
With its low-cost, accessible, and secure approach, the future of financial inclusion is bright with xBanking.

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