I’ve continued my journey in the Machine Learning Zoomcamp by Alexey Grigorev — and just finished Section 4: Evaluation Metrics for Classification. 🎯

This module was about learning how to properly evaluate classification models and deal with imbalanced datasets. This is an essential step before taking models to production!

Here’s what I covered this week:
1️⃣ Accuracy, Precision, Recall, and F1-Score
2️⃣ ROC Curves & AUC
3️⃣ Cross-Validation
4️⃣ Confusion Matrices
5️⃣ Handling Class Imbalance

I have below offers. Please suggest which one is better to join considering WLB, Continues Learning and BFSI or Ecommerce domain exposure -
CRMNext 17 LPA
Successive 18.5 LPA
Tech M 20 LPA
Congizant 21 LPA
Schlemberger 22 LPA
Atos 26 LPA

Super important topic - What RU wearing to your Christmas party. I’ve been seeing pics of guys in suits and women in gowns this year.

Moving to London from US. Any recommendations on international moving/shipping service providers?

Is there anyone in this bowl who has switched to GSK from ZS. I have few questions. Won't waste much of your time. Please let me know if we can connect over DM.

Thanks :)

DM me for WAS administrator role in IBM.

Best corporates to join in Toronto after consulting?

Hello fishes, will be really insightful to understand cost of living in Doha for a single person. Rent + food and other expenses manageable at 8-10k QAR/ month?

Standing desk people: do you get a mat or anything for your feet?

Turnips are 546 for next hour!

I miss truly being excited about someone, getting the butterflies and all. Being excited about your day all because you will get to see someone… must be one of the best feelings in the world.

Any dongle or mobile internet plan can be reimbursed under internet allowance?
Or only internet broadband connection is eligible.
Any idea?
Anyone claiming for jiofi or airtel dongle?

What is the variable component percentage in UST global

Client side brand manager in LA?

I just want to sleep. . 🥹

I have a 12 hour layover in Houston next weekend – any tips on what to do to kill the time?

Currently certified in AWS (CCP, SAA, and Security) and GCP (Security Engineer and Cloud Architect).

Any recommendations on Azure certs to pursue?

How to reduce stress? Provide real workable solutions please. Don’t copy paste google stuff!

@microsoft my spouse is starting a new job at Microsoft and want to buy him swag. How can I find some or buy something new off someone? The Microsoft merchandise store has a steep shipping price

What does it take to get promoted from Level 7 to Level 6 in the SAP Products stream?

What level Azure certification do recruiters start to express interest in? Administrator? Dev? Anything more advanced than fundamentals?

Recommendations on developing a database that can pull public info from the internet for use in a web application

Actively referring folks with ServiceNow and low code backgrounds looking to learn/move into cyber, should anyone be looking or interested.

Move from SAP practice to Ivalua ? Good or bad career move (7 years experience in SAP )

Tips to clear AWS solution architect professional exam. No background in AWS

Did anyone attend the Salesforce world tour in London today?

What company have you worked for that has the least amount of office politics?

To people who have worked on both, what is the main difference in responsibility for a consultant working on a COTS delivery project compared to more bespoke agile one? I have experience in agile bespoke delivery, would I find it easy to switch to COTS implementation?

I want to be qualified / informed enough to be able to reasonably brand myself as an ML or/and IoT expert. (Consultant) what's the fastest way?

Anyone familiar with Amazon's Solution Architecture team. Sounds like pre-sales /architecture type work. inputs on work, culture, pay, etc. appreciated

Looking for 2 to 8 YOE for lateral hire in Technology consulting roles. Folks with red hat, open shift, RPA, BPM, Salesforce CRM, big data & Analytics experience and certification, DM me for referrals.

Hi ZS folks, I have an offer for a Business Technology Solutions Associate role at ZS. I wanted to know if there's room for negotiation, considering I have another offer and also considering the cost of living and student loans. Can anyone share some insights about BTSA comp and negotiation? The principal did mention that I did well in the interview when they called me. My profile: BS in CS, MS in Business Analytics, Location: Princeton. Comp: Base: 85k, Sign on: 7k Relocation: 4k. Please help.

Hi guys, I have a table with customer information. Some entries are invalid. Way to find them out is by invalid customer name like ‘dguychjki’.. no definite rule. More so like you get to know that it does seem right. How best to extract such entries for further review? What condition do I put in where clause of sql?

Looking to specialize in privacy and was considering getting the CIPP/CIPM/CIPT. I already have my CISSP and CISA. Is it worth it?