We're building a chatbot for internal use, and everyone wants it to “understand our documents.”
Vector search seems like the best option for semantic matching, but how do you keep answers grounded when the results are close but not quite right?

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Additional Posts in Data Analytics & Data Science

Does anyone here have experience building product analytics? I am the first product analyst in my team and I work with approximately 6 PMs. Any help is appreciated

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Would like some opinions about how likely it is to make product analytics self serve by PMs? Anybody have success here? Or is it hopeless to think that product managers can pull their own data, look at their own dashboards, and do basic data tasks themselves?

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Where are good companies to apply for to get into data science? My offer right now for data science in the big4 is only 66k and I definitely can’t go that low. Industrial engineering background with experience in analytics.

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How many folks here have gone from data science into ML? And how many folks here have gone from data science into product management, or want to? Would love to hear some views here about career paths for data science people.

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I’ve got about 20 years cross channel experience in marketing, split between big brands and startups, and I’m considering pivoting into a data science/data analyst role. I know it will initially be a step back in comp but is it at all realistic for a person with certificate level experience in data analysis but a decent marketing management background to expect $150-200k comp or is that mostly for degreed candidates (or not realistic at all)? Any guidance here is greatly appreciated.

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Could someone help me break down the differences between a Data Analyst vs Data Scientist vs Product Manager? And add any pros/cons from personal experience? In my mind they’re all related, but I don’t have experience working with any of these roles.

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I have a JP Morgan code interview happening soon for a data science position. Anything I should know before I get started?

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How do you know your value? Throughout my 10 yrs of being in a professional setting, I've had colleagues from various places of employment say, I don't think you know your worth. You're under valued, etc. What exercises/tools have helped you realize your worth and effectively advocate for it? TIA!

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Does anybody here do any side work for extra income using their data expertise? I would love ideas that I could do from ~5-15 hours a week. Tutoring is the only thing that comes to mind immediately. Thanks in advance!

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What is the market like for entry level data scientists/ data analyst. I have a graduate certificate in data science and have spent the last 27 years as a mainframe dev so I have great SQL skills.

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I am quite early in my career and currently working on my masters in data science. Any tips on what kind of projects I should include on my resume and if I should include them?

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Hi all,
I graduated during Covid with a double major in business administration and business management with a minor in marketing and magically ended up in sales because I needed a job. I’m about to take a data analytics course to make an attempt to break into that field. I’m currently looking for a mentor to help guide me during this time. Also, if anyone is willing to look over my resume and give me tips on how to make it more presentable for recruiters in DA that would be very helpful. Thanks

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There is a MS program in Data Science at CUNY SPS. I am considering to take that program or do the CFA. Does anyone have any insight about the program?

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What questions does everyone else include when interviewing or is the best question you've been asked in an interview?

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Hi All, I am currently a Data Analyst with 1 year of experience and pursuing a masters in Computer Science (expected to graduate 5/2023). I am looking to transition into an entry Data Scientist role (preferably remote or Philadelphia, PA). Can someone refer me or let me know who is hiring?

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Hi , I recently started preparing for " data analyst" course. I have masters degree in computer science and 2 years experience as business analyst. Currently I'm on a career break of almost 7 years and trying to get back into IT as a data analyst now.
I started doing a course on coursera " Google data analytics certificate " . I'm not sure how to get back into job market. Please suggest any courses or road map to entry level data analyst jobs?

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