Home
Deependra Singh

Ambassador

Deependra Singh

VP of Data at Network 18

IndiaVerified Community Ambassador

Identified Expertise

Data & Analytics0
People & Leadership0
Management Tools0
Peer Insights0

Engagement Stats

8
Answers Written

1.1K
Profile Views

0
Upvotes Received

Content Deependra is Following

Please join or sign in to view Deependra's full profile

By joining the Peer Community, you'll get:

Peer Discussions and Polls
One-Minute Insights
Connect with like-minded individuals

Which business function do you see the most need for automation?

End-User Services & Collaboration Applications & Platforms People & Leadership+6 more

Sales

Marketing

Accounts Payable

Accounts Receivable

Legal

HR

Other (pls comment)

View Results

14.5k views9 Upvotes18 Comments

After COVID, if given a choice by your organization then what is your preferred model of working.

Management Tools Peer Insights People & Leadership+1 more

100% Remote

Hybride with 3 days in office and 2 days Remote

3.3k views5 Comments

How do you use Chat GPT?

AI & Machine Learning

Free Version

Paid Version (Chat GPT Plus)

Enterprise Version (or plan to use)

View Results

30.8k views6 Upvotes3 Comments

What strategies or techniques do you employ to address biases and ensure fairness in AI algorithms and models?

AI & Machine Learning Data Science & Algorithms Data Management+2 more

Deependra SinghVP of Data at Network 18 in Mediaa year ago

First off, I have not gotten a perfect answer to this yet because it really depends on the kind of algorithm that you're working with. My team developed a complex method to remove biases that applied to the specific cases ...read more

58 views1 Comment

In your opinion, what are the most essential leadership skills needed to scale the D&A capabilities of an organization?

Data & Analytics People & Leadership Process Management

Deependra SinghVP of Data at Network 18 in Mediaa year ago

We need better leadership - plain and simple. I believe the entire CDO role is at an inflection point, but it's too early to know if we'll trend up, or if we'll simply fade away. Companies are investing massive ...read more

1

Read More Comments

89 views3 Comments

What is your dream vision for an AI-led data stack? What do you hope it changes about your role?

AI & Machine Learning Process Management Team & Organizational Design+1 more

Deependra SinghVP of Data at Network 18 in Mediaa year ago

1) Automated creation of Tables based on out attributes usage, is the something which I would prefer.
2) Automated Model Deployment and Monitoring: AI could handle deploying models in production environments and continuously ...read more

782 views1 Comment

What advice has made the greatest impact in how you approach change management within data and analytics?

Data & Analytics Change & Release Management People & Leadership

Deependra SinghVP of Data at Network 18 in Mediaa year ago

Change is imminent. I was reading Peter Theil’s book on change management, and I was really impressed by what he said about change needing to start from within. I’ve experienced this myself. When you keep changing with time, ...read more

Read More Comments

1.5k views1 Upvote2 Comments

How are you evaluating your data and analytics team’s impact on the business? What do you measure to show progress?

Data & Analytics Talent Management & Performance Project Management+1 more

Deependra SinghVP of Data at Network 18 in Mediaa year ago

First, we implement a pre and post scenario to analyze and compare the impact: how it was before we introduced data and analytics and what happened after. We also conduct AB experiments because they will give us the complete ...read more

1.2k views2 Upvotes1 Comment

What customer data elements are most important in increasing customer engagement?

Customer Engagement Data & Analytics

Deependra SinghVP of Data at Network 18 in Mediaa year ago

Ultimately, a personalized offering will increase customer engagement. So, in regards to a platform this would look like developing a feature that prioritizes your products based on the order of preferences of the individual ...read more

1.2k views1 Comment

Have you found a good solution or framework for trusted data sharing within your org?

Data Governance Data Management Security & GRC

Deependra SinghVP of Data at Network 18 in Mediaa year ago

I consider this more like data governance thing. Yes, we have used strong governance mechanisms in place. User Roles are clustered and accordingly they get the right to access. While some perfect models do exist, they are ...read more

2.2k views1 Comment

How do you approach things when your data tells you something the business doesn't want to hear?

Data & Analytics Culture & Values Business Relationships+1 more

Deependra SinghVP of Data at Network 18 in Mediaa year ago

If something is not going well, we have to point it out. At the end of the day, we have to call a spade a spade, however use prescriptive versus descriptive analytics with your phrasing. When you address unpreferable data ...read more

Read More Comments

1.4k views3 Comments