GTMA的动态

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**** AI in 2025, from a product Manager’s perspective super important to understand these topics from a practitioner’s perspective**** Random curation posts/how to use a certain tool will not make you AI enabled. 1. Mainstream ML has been around for quite some time now - simple example we have had fabled Netflix, Amazon recommendation systems, lots of E-commerce companies use very sophisticated ranking systems which are all ML so how has exactly the landscape changed now & what fundamental breakthroughs led to this? 2. What is the difference between classical AI techniques and modern AI techniques? 3. What exactly is ‘Deep’ in Deep learning? Why are multiple layers required? 4. How did we go from Deep Learning to Generative AI? What class of problems standard deep learning could solve and what were the constraints which led to Gen AI? 5. What are the key constraints in Gen AI? Obsess on context windows and how to write evals for Gen AI output. 6. Now that modern AI techniques are here so should we completely let go of classical techniques? What are the scenarios in which classical techniques still make sense? It is important to understand all of this - whether you are a PM, a business guy at a tech/product company or a Dev. It is important to understand what makes more sense for what set of problems from an effort, GTM, ROI perspective and also to break down the black box and actually understand how can you improve your products. Follow me for high quality content, not product philosophy but practical insights https://lnkd.in/gHweK_q7 AND also here https://lnkd.in/ggUKftFq My Playbook - https://lnkd.in/gHzyN-Xc My Channel - https://lnkd.in/gs6qnNUJ #artificalintelligence #product #genai

Turning a brilliant idea into reality is rarely easy. But the path from idea to execution is full of challenges and details to track. That's where mind maps come in. But forget traditional notebooks and whiteboards—Mapify takes mind mapping to the next level! This AI-powered tool helps you turn complex ideas into clear, actionable plans in minutes. So, if you're ready to make your life easier and take your ideas to the next level, give Mapify a shot. Check out my full review here ?? ?? Follow me Daniel Davidson for more

Doing it step by step | Seth's Blog

Very Useful Tool for Creating How To's from YouTube videos. https://lnkd.in/gpwxUPkg Stepify will save you a lot of time and hassles. Just enter a YouTube video URL and it will give you a quick text step by step outline, removing all the unnecessary stuff. It's easy to use and right now it's free with no signup. https://stepify.tech/ submitted by /u/Koloradoh [link] [comments]

If you're looking for a powerful AI tool for classroom activities, Twee is a user-friendly, free platform where we can create a host of interesting tasks within seconds. Give it a go and you'll likely love it. #AI #ELT

?? Unlocking Insights with Qualtrics Edge! ?? Have you ever wondered how to stay ahead in today’s fast-paced business landscape? Qualtrics Edge is an innovative tool that harnesses the power of AI to deliver always-on intelligence, enabling organisations to unlock new opportunities. By seamlessly connecting industry insights with behavioural, social, and transactional data, Edge empowers you to make smarter decisions. It tracks visitation behaviour, analyses attitudes and preferences, and links key distribution channels to vital outcome measures like OSAT and NPS. More than just identifying trends, it anticipates future behaviors—making it a game-changer for any organization. Interested in discovering how Qualtrics Edge can transform your decision-making process? Schedule a demo today and find your edge! #QualtricsEdge #AI #BusinessIntelligence #DataDrivenDecisions #Innovationhttps://lnkd.in/eAPuRcvj

Top Factors for Choosing the Right AI Visual Inspection Provider!! When selecting an AI visual inspection provider, keep these key factors in mind: ?? Accuracy in defect detection ?? Scalability for future growth ?? Seamless Integration with your systems ?? Customization to meet your specific needs ??? Ongoing Support and maintenance ?? Cost-effectiveness with measurable ROI ??Shared a mind map diagram on the Bubbl.us platform to highlight these key factors. Check it out to learn more about choosing the right provider for your business ?? #AIVisualInspection #AI #QualityControl #DefectDetection #Automation #ombrulla

Don’t let great ideas slip through! Managing ideas shouldn’t be overwhelming. With Shorter Loop’s Idea Manager, you can collect feedback from all stakeholders, take votes on the best ideas, and turn them into actionable work items. Leveraging AI, you can generate themes, making it easier and quickly prioritize the best ideas. No more switching platforms to gather and analyze feedback. Everything you need is right here. Watch the Idea Manager in action: https://lnkd.in/d84Hvpqd Start generating & managing ideas today: https://lnkd.in/dbk2dskM #IdeaManagement #ProductDevelopment #FeedbackLoop #InnovationTools #AgileProductManagement #ProductManagers #PMTools #StakeholderCollaboration #Brainstorming #AI #PMs #ProductLeaders #ProductTeams #InnovationJourney #IdeaTracking #CollaborativeTools