Need to do a Bayesian ML project for school - anyone have ideas for a good use case or a cool dataset I can use?

like
Posting as :
works at
You are currently posting as works at

Bayesian ML really shines in hierarchical models , one thing that quickly comes to mind is the walmart dataset in kaggle ,may be you can use bayesian ml to model the probability distribution of demand of a product of a store , where store’s parameter comes from a global distribution of different stores across the dataset

like

Maybe healthcare or medical diagnosis use cases

like

Naive bayes is also pretty good with document classification or sentiment analysis. If subject/industry isn’t a a concern, there’s plenty of fun datasets on kaggle.

Naive bayes is not a necessarily a bayesian model .In most cases ( and in most implementations of it ) You are using “frequentist “ version of it and estimating parameters using a maximum likelihood estimate , even though it has a prior and posterior ,the prior is not a bayesian prior

like

Related Posts

Capgemini project - .Net Core, Microservices, Angular

FIS Project - .Net MVC

IBM Project - don't know

Capgemini - 18.5 fixed + 2L variable
FIS - 17.10 fixed + 1.90L variable
IBM - 17.14 fixed

Looking for highly job security with better project

like

How is american express project in Coforge? I am a devops engineerCoforge ltd. How much is the workload, how is the workculture, management etc

like

Other than MAANG, which companies are good for the data scientists in India (both product and service)? Good in terms of project complexity, rigor of analytical approach, scale of problems, implementation opportunities, usage of latest tech stack, innovation, mlops best practices etc.

like

HI Fishes, Anyone in Infosys working in client location ( Bfsi ) what clients to Infosys has in Gurgaon location. Any idea Infosys

like

How to get release from a project? Hating the work environment and pressure here.

like

Can someone please tell me about the type of work in SC pay project for Java Developer?

Hi there - I currently work at an agency and am thinking about transitioning over to in-house. I’m curious about what kinds of client interactions are involved compared to agency life (which is of course client facing all the time!)

Any insight would be helpful. Thanks!

I have been in client facing wealth management as an advisor for 10 years. I haven’t built a book of business because I’ve worked for mostly discount brokers (Merrill edge, TDA, Etrade). I want to know how to transition to a non client facing role in wealth management or another financial role. I am series 7 and series 66 licensed. Any thoughts?

like

Anyone know of any open positions in D/FW? 8 YOE on the agency side, masters degree in public administration. Looking to go client side to do Corp comms/public affairs. Any leads welcome!

like

How do you 100% utilized folks try to network with other folks in at the firm if you’re always at client site? Trying to get some face time with them

like

Hiring in EY India for below roles: 1) Java + AWS Developer 2) ETL Developer 3) Python Developer 4) Project Manager. Interested candidates do send your resume here : 22monfire@gmail.com I will refer
EY Deloitte Accenture Tata Consultancy

like

Transition manager with overall 12 years experience, looking for Transiton manager, project management or program management opportunities..

like
like

Hi,
Can there be a case when you are hired for a specific role and later on you are aligned to a different project ?
Thanks

like

What’s the pay rate for Full Time for Senior Integrated Producer - 10+ years of experience. Job is with agency and client is in tech.

like

Things are apparently going to get better after a client will be leaving, I’ll get to work on different brands but I am feeling pretty burnt out from the agency I’m at. Will new clients help? Or should I look elsewhere. Been at the agency almost 3 years, I feel like I need to switch things up for my sanity.

like
like

Which ERP has the highest potential for a new Analyst? Feel lost between Salesforce, ServiceNow, SAP, Workday, etc. Currently staffed on a major SAP project.
Want to make an informed career decision.

like

Howz working for HCL singapore for banking client . Package is around 10k . Is it worth joining at Singapore than india ?

I am currently working for product tier 2 company. Package wise okay and role wise on not higher side compared to senior tech lead role at HCL.

like

Hiii all. Anyone working here in a Digital Transformation Project??

like

More Posts

My silly girl...in front of a pillow that says it all...

Post Photo
likeuplifting

Hi fishes, can you guys pls suggest any companies who are willing to give work from anywhere opportunity?
*work from anywhere means from outside india as well like UK

like

Looking for legal recruting department organizational structure information. Does anyone here oversee an attorney recruiting team at a law firm and would you be willing to share how your team is structured? How many attorneys do you have? What are the titles on your team and how many offices do they support? Working on building out the appropriate staffing model and would love to hear how others have structured the size of their teams and how you made the pitch for said size of staffing.

like

Does PWC US division have good data engineering projects, which Includes Cloud services? I have an offer for a spark developer, but I think it's with the on-premise cluster. I would like to have an opportunity to work with cloud services.

HR says they will provide opportunity to work with cloud services, But during my technical discussion they confirmed that its for on primise clusters.

like
likeupliftingfunny

Hi All,

I have 4 yrs of exp as full stack developer and my current CTC is 15 lpa and notice period is of 3 months. I got an offer from another firm for 24lpa but they have shared the offer letter of DOJ after 2 months and asked me to negotiate my notice period or look for buyout. What should I do in this case? Should I connect with my current hr to negotiate? Cause I tried convincing the new hr to share the offer letter of DOJ after 3 months but she is not in the favour of that.

like

Ok, I’m gonna say this. Schools should open. Now hear me out. My wife is a family doctor, she is working insane hours, she is treating covid patients, and there is a lot of days when she has to stay at the hospital without coming home. My neighbour works in a local grocery store, so he has been at work since the Day 1 of lockdown. So if you need medical help, or want to eat, it’s ok for those people to be at work, but their kids have to stay home? Cont’d >>

like

Setting aside dry January (for those who partake), how many days per week do you consume alcohol? What day (before today) was the last day you consumed zero alcohol? For those working from home, what is the earliest you have started drinking on a work day? (Any difference on Fridays?)

like

How can one overcome anxiety when presenting?

like

To do an ERA or not before transfer is the question. My clinic said currently the recommendation is to only do an ERA with multiple transfer fails, but I’ve read about ERA’s for those with recurrent pregnancy loss as well. Anyone go through this experience?

likehelpful

Apart from offer do we have any other additional benefits in ibm like leave encashment, travel or internet allowance, food card allowance etc.
I also see sign on bonus of 1lk, could you please let me know when and how it will be paid considering working for 1year plus ?
What is the % we can expect for yearly performance bonus which is not part of package and how is it calculated and when it will normally be credited ?

like

Any good job pivots from wealth management into another career? I’ve been a wealth management advisor at a wirehouse for 7 years. Wanting something with less emphasis on selling and business development. Any suggestions?

like

Hi Guys,
I've provided all the details related to my employment, Qualifications and CCTC to HR very correct but I've miscalculated fixed and variable pay, will there be any issues on BGC?

Please help!

like

I recently left EXL Services in July month. It has been more than 60 days but i haven't received my relieving letter from EXL. They are still saying that it can take 15 days more. What could be done in this case?

like

Hai guys,

Got an offer from IBM as an application developer for 10 LPA and from Bosch as a SERVICENOW consultant for 8 LPA.
YOE - 3.2- Servicenow Developer
Which one to choose??

like

Has anyone had luck cancelling their lease due to to COVID? Haven’t been in my apartment since March and wondering if keeping the lease is worth it given it’s not looking like we’ll go back to the office this year.

like

So I thought I had Covid - I took 6 tests and they all say the P word..
I’m in utter shock still. TTC 3 years

likeuplifting
like

Ideas/ apps to meet people outside work while at client site? Tired of eating alone Mon-Wed.

like

Additional Posts in Data & Analytics Consultants

today I choose violence

Post Photo
funnylikesmartuplifting

Meeting with a recruiter at one of the FAANG companies. I won’t be able to move jobs because of H1b /GC at least for the next year. Any idea if I should start off with that or should I just try to understand the work that they have been doing?

like

Partner: Let’s take the data in the spreadsheet and put it in PowerBI so we can cut it up.

Me: What? It’s already cut up in the spreadsheet. I don’t get it.

Also me: Yeah! Analytics!

likefunny

Is there a good online course on storytelling with data? Something that can help structure your thought process and design choices when creating visualizations and Dashboards in Tableau, Power BI etc.

like

Learning cloud architecture right now so apologies if these are obvious questions: Best ways to store video metadata to perform analysis on it? I'm looking at AWS and GCP. Saw that Cassandra would be good for it, but not sure what the GCP equivalent is? But also I'm a bit confused on if Cassandra is just a DB and storage would need to be elsewhere? All help is welcome! I've been spinning my wheels on Google trying to understand

like

What are some of the best online resources to learn Power BI?

like

What are the top sales & marketing metrics that tech companies track? I have an interview for a Data architect role and the data aspect is my strength but need to brush up on the business insight part

like

Have a lay-off meeting lined up, and now look for next opportunity. My background is around building machine learning models, data wrangling, visualization, feel confident with python. Open to any industry. Appreciate any lead on job opportunity. 3yrs of work experience

like

I'm planning to transition to Data Science. What should be the key technologies that i need to learn and add to my resume to make this work?

Thanks for your suggestions.

like

I was hired a few months ago by D to do data science. I am not doing data science currently, is there a way I can switch roles internally? Should I talk to my coach? Or should I just start looking for a new job. I’m starting to feel that the field is so hot rn my small stint at D won’t be a big deal to other firms.

like

Any conda users in here have to install a binary and use conda forge? Need some help installing pdftotext. Throwing a weird message saying “Found conflicts!” Any and all help would be appreciated.

like

This might be a long shot ... but I have a Statistics assignment due for tonight in a few hours

Does anyone know how to do Linear Discriminant Analysis with more than one predictor - by hand? I know how to compute in R but my professor wants it done by hand .... fml

likefunny

If you were to hang your own shingle as a consultant what BI tool would you use to deliver dashboarding to clients?

Assume that you aren’t plugging in to source systems as I primarily work in CDD.

like

Anyone have recommendations on the best app/site to learn Python? 🐍
I’m a complete beginner.

like

Is anyone working with Elastic at DoD?

What is it about D&A that most clients (or even partners) don't appreciate? Thinking about the painpoints or opportunities that are unseen at the top or require lateral thinking

like

I have created Algorithmic Product/System for the client to take out inventory not-in-demand for long time to save storage expense and also provide an approach to prioritize Work Orders based on Market Demand. It’s more like an Manufacturing Plan. I want to get into Product Analyst/Lead role. What approach I should take? Any books to start with? Any events to attend? Any groups to join?

like

Any cyber security folks here? or those interested in systems engineering? Potential role with TC 120-180, awesome team and wlb, at least compared to consulting.

like

Noob question - I want to consolidate the dates into a single dates column. Would numpy or pandas help me reorganize this dataset effectively or should I do it within excel?

Post Photo
like

New to Fishbowl?

Download the Fishbowl app to
unlock all discussions on Fishbowl.
That was just a preview…
Sign Up to see all discussions
  • Discover what it’s like to work at companies from real professionals
  • Get candid advice from people in your field in a safe space
  • Chat and network with other professionals in your field
Sign up in seconds to unlock all discussions on Fishbowl.

Already a user?
Login here

Share

Embed this post

Copy and paste embed code on your site

Preview

Download the
Fishbowl app

See what’s happening in your industry
from the palm of your hand.

A phone with Fishbowl app

Scan your QR code to download
Fishbowl app on your mobile

Download app

Sign up for free to view this conversation on Fishbowl

By continuing you agree to Terms of Use and Privacy Policy

Already have an account? Log in

Sign up for free to continue using Fishbowl

By continuing you agree to Terms of Use(New) and Privacy Policy(New)
Messaging rates may apply

Already have an account? Log in

For account settings, visit Fishbowl on Desktop Browser or

General

Legal