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Opinions & Insights
April 27, 2025

10 Key Data Science Trends To Watch Out For in 2025

Explore the top 10 data science trends to watch out for in 2025. From generative AI to automated machine learning, discover how these advancements are shaping the future of data science and transforming industries worldwide.

Soham EnquriousSenior Growth Marketer
10 Key Data Science Trends To Watch Out For in 2025 blog cover image

Blogs

What is a Capstone Project and Why is it Essential in 2025? blog cover image
Opinions & Insights
April 27, 2025
What is a Capstone Project and Why is it Essential in 2025?

Discover why a Capstone Project is essential in 2025. Explore how it bridges the gap between theory and practice, enhances problem-solving skills, provides industry experience, and prepares students for real-world challenges. Learn how capstone projects are shaping future careers.

Soham EnquriousSenior Growth Marketer
Data Scientist vs Data Engineer: What’s the Key Difference? blog cover image
Opinions & Insights
April 20, 2025
Data Scientist vs Data Engineer: What’s the Key Difference?

Discover the key differences between data scientists and data engineers, their roles, responsibilities, and tools. Learn how Enqurious helps you build skills in both fields with hands-on, industry-relevant learning.

Soham EnquriousSenior Growth Marketer
9 Steps to Successful Engineering Data Management blog cover image
Opinions & Insights
April 19, 2025
9 Steps to Successful Engineering Data Management

Discover the 9 essential steps to effective engineering data management. Learn how to streamline workflows, improve collaboration, and ensure data integrity across engineering teams.

Soham EnquriousSenior Growth Marketer
What is Azure Databricks? Features, Use Cases, and Benefits  blog cover image
Opinions & Insights
April 19, 2025
What is Azure Databricks? Features, Use Cases, and Benefits

Azure Databricks is a cloud-based data analytics platform that combines the power of Apache Spark with the scalability, security, and ease of use offered by Microsoft Azure. It provides a unified workspace where data engineers, data scientists, analysts, and business users can collaborate.

Sayli EnquriousJr. Data Engineer
A Complete Step-by-Step Guide to Data Analytics Framework blog cover image
Opinions & Insights
April 18, 2025
A Complete Step-by-Step Guide to Data Analytics Framework

In today's data-driven world, knowing how to make sense of information is a crucial skill. We’re surrounded by test scores, app usage stats, survey responses, and sales figures — and all this raw data on its own isn’t helpful.

Divyanshi EnquriousAnalyst
AI Inference vs. Training: Definition and Key Differences blog cover image
Opinions & Insights
April 17, 2025
AI Inference vs. Training: Definition and Key Differences

In this blog, we will discuss some of the fundamental differences between AI inference vs. training—one that is, by design, artificially intelligent.

Mansi EnquriousAI & ML Engineer
How to Get SnowPro Core Certification? A Complete Guide for Beginners blog cover image
Opinions & Insights
April 16, 2025
How to Get SnowPro Core Certification? A Complete Guide for Beginners

This guide provides a clear, actionable roadmap to help you avoid common pitfalls and successfully earn your SnowPro Core Certification, whether you’re making a career pivot or leveling up in your current role.

Mandar EnquriousSr. Data Analyst
7 Major Stages of the Data Engineering Lifecycle blog cover image
Guides & Tutorials
April 8, 2025
7 Major Stages of the Data Engineering Lifecycle

Discover the 7 major stages of the data engineering lifecycle, from data collection to storage and analysis. Learn the key processes, tools, and best practices that ensure a seamless and efficient data flow, supporting scalable and reliable data systems.

Ayushi EnquriousSr. Data Engineer
Troubleshooting Pip Installation Issues on Dataproc with Internal IP Only blog cover image
Guides & Tutorials
April 3, 2025
Troubleshooting Pip Installation Issues on Dataproc with Internal IP Only

This blog is troubleshooting adventure which navigates networking quirks, uncovers why cluster couldn’t reach PyPI, and find the real fix—without starting from scratch.

Ayushi EnquriousSr. Data Engineer
What is RAG: 25 Different Types of RAG blog cover image
Opinions & Insights
April 1, 2025
What is RAG: 25 Different Types of RAG

"Ever had one of those days when you’re standing in line at a store, waiting for a sales assistant to help you find a product?" In this blog we will get to know about -What is RAG, different types of RAG Architectures and pros and cons for each RAG.

Mansi EnquriousAI & ML Engineer
Optimizing Query Performance in BigQuery blog cover image
Guides & Tutorials
January 24, 2025
Optimizing Query Performance in BigQuery

Explore query scanning can be optimized from 9.78 MB down to just 3.95 MB using table partitioning. And how to use partitioning, how to decide the right strategy, and the impact it can have on performance and costs.

Ayushi EnquriousSr. Data Engineer
When Partitioning and Clustering Go Wrong: Lessons from Optimizing Queries blog cover image
Guides & Tutorials
January 24, 2025
When Partitioning and Clustering Go Wrong: Lessons from Optimizing Queries

Dive deeper into query design, optimization techniques, and practical takeaways for BigQuery users.

Ayushi EnquriousSr. Data Engineer
Stored Procedures vs. Functions: Choosing the Right Tool for the Job blog cover image
Guides & Tutorials
January 6, 2025
Stored Procedures vs. Functions: Choosing the Right Tool for the Job

Wondering when to use a stored procedure vs. a function in SQL? This blog simplifies the differences and helps you choose the right tool for efficient database management and optimized queries.

Divyanshi EnquriousAnalyst
Snowflake vs Databricks: The Showdown in the Data Boxing Ring 🥊 blog cover image
Opinions & Insights
January 6, 2025
Snowflake vs Databricks: The Showdown in the Data Boxing Ring 🥊

Discover how Databricks and Snowflake together empower businesses by uniting big data, AI, and analytics excellence

Understanding the Power Law Distribution blog cover image
Guides & Tutorials
January 3, 2025
Understanding the Power Law Distribution

This blog talks about the Power Law statistical distribution and how it explains content virality

Amit EnquriousCo-founder & CEO
Breaking Down Data Silos with BigQuery Omni and BigLake blog cover image
Guides & Tutorials
December 23, 2024
Breaking Down Data Silos with BigQuery Omni and BigLake

Discover how BigQuery Omni and BigLake break down data silos, enabling seamless multi-cloud analytics and cost-efficient insights without data movement.

Ayushi EnquriousSr. Data Engineer
Solving a Computer Vision task with AI assistance blog cover image
Guides & Tutorials
December 18, 2024
Solving a Computer Vision task with AI assistance

In this article we'll build a motivation towards learning computer vision by solving a real world problem by hand along with assistance with chatGPT

Amit EnquriousCo-founder & CEO
How Conversational AI is Redefining Customer Service in the Digital Age blog cover image
Opinions & Insights
October 8, 2024
How Conversational AI is Redefining Customer Service in the Digital Age

How do major retailers like Walmart handle thousands of customer queries in real time without breaking a sweat? From answering questions instantly to providing personalized shopping recommendations, conversational AI reshapes how retailers interact with their customers.

Shuchismita EnquriousData Scientist
The Evidence of Skills in the Modern Workforce blog cover image
Opinions & Insights
September 20, 2024
The Evidence of Skills in the Modern Workforce

In today’s rapidly evolving job market, the value of evidence-based skills has never been more critical. As industries shift and technology transforms how we work, the need for tangible proof of competencies has become paramount.

Prateek EnquriousCo-founder & COO
The Power of Learnability in the Ever Changing Tech Landscape blog cover image
Opinions & Insights
September 17, 2024
The Power of Learnability in the Ever Changing Tech Landscape

In today’s rapidly evolving technological landscape, one skill stands out above all others: learnability. Learnability, often described as the ability to continuously acquire new skills and adapt to change, is no longer just an advantage but a necessity.

Prateek EnquriousCo-founder & COO
How Apache Airflow Helps Manage Tasks, Just Like an Orchestra blog cover image
Guides & Tutorials
September 16, 2024
How Apache Airflow Helps Manage Tasks, Just Like an Orchestra

This blog explains how Apache Airflow orchestrates tasks like a conductor leading an orchestra, ensuring smooth and efficient workflow management. Using a fun Romeo and Juliet analogy, it shows how Airflow handles timing, dependencies, and errors.

Burhanuddin EnquriousJr. Data Engineer
Elevate Your Talent Strategy  with a Data-Driven Approach blog cover image
Opinions & Insights
September 13, 2024
Elevate Your Talent Strategy with a Data-Driven Approach

To build a future-ready workforce, companies need to rethink talent strategies. Start by developing a data-driven talent system to align key roles with best-fit talent. Invest in AI training now to stay ahead, and shift hiring practices to focus on skills, not just job titles.

Prateek EnquriousCo-founder & COO
The Power of Upskilling Transforming Challenges into Opportunities blog cover image
Opinions & Insights
September 10, 2024
The Power of Upskilling Transforming Challenges into Opportunities

At Enqurious, we understand the importance of empowering workforces with the right skills to navigate emerging challenges. Enqurious works as a strategic partner to supplement and enhance L&D Teams.

Prateek EnquriousCo-founder & COO
Snapshots and Point-in-Time Restore: The E-Commerce Lifesaver blog cover image
Guides & Tutorials
January 13, 2024
Snapshots and Point-in-Time Restore: The E-Commerce Lifesaver

The blog underscores how snapshots and Point-in-Time Restore (PITR) are essential for data protection, offering a universal, cost-effective solution with applications in disaster recovery, testing, and compliance.

Ayushi EnquriousSr. Data Engineer
Basics of Langchain blog cover image
Guides & Tutorials
December 16, 2023
Basics of Langchain

The blog contains the journey of ChatGPT, and what are the limitations of ChatGPT, due to which Langchain came into the picture to overcome the limitations and help us to create applications that can solve our real-time queries

Burhanuddin EnquriousJr. Data Engineer
Understanding Data Lakes and Data Warehouses: A Simple Guide blog cover image
Guides & Tutorials
December 8, 2023
Understanding Data Lakes and Data Warehouses: A Simple Guide

This blog simplifies the complex world of data management by exploring two pivotal concepts: Data Lakes and Data Warehouses.

Ayushi EnquriousSr. Data Engineer
An L&D Strategy to achieve 100% Certification clearance blog cover image
Guides & Tutorials
December 6, 2023
An L&D Strategy to achieve 100% Certification clearance

An account of experience gained by Enqurious team as a result of guiding our key clients in achieving a 100% success rate at certifications

Amit EnquriousCo-founder & CEO
Serving Up Cloud Concepts: A Pizza Lover's Guide to Understanding Tech blog cover image
Guides & Tutorials
November 2, 2023
Serving Up Cloud Concepts: A Pizza Lover's Guide to Understanding Tech

demystifying the concepts of IaaS, PaaS, and SaaS with Microsoft Azure examples

Ayushi EnquriousSr. Data Engineer
Azure Data Factory: The Ultimate Prep Cook for Your Data Kitchen blog cover image
Guides & Tutorials
October 31, 2023
Azure Data Factory: The Ultimate Prep Cook for Your Data Kitchen

Discover how Azure Data Factory serves as the ultimate tool for data professionals, simplifying and automating data processes

Ayushi EnquriousSr. Data Engineer
Harnessing Azure Cosmos DB APIs: Transforming E-Commerce blog cover image
Guides & Tutorials
October 26, 2023
Harnessing Azure Cosmos DB APIs: Transforming E-Commerce

Revolutionizing e-commerce with Azure Cosmos DB, enhancing data management, personalizing recommendations, real-time responsiveness, and gaining valuable insights.

Ayushi EnquriousSr. Data Engineer
Unleashing the Power of NoSQL: Beyond Traditional Databases blog cover image
Guides & Tutorials
October 26, 2023
Unleashing the Power of NoSQL: Beyond Traditional Databases

Highlights the benefits and applications of various NoSQL database types, illustrating how they have revolutionized data management for modern businesses.

Ayushi EnquriousSr. Data Engineer
Calendar Events Automation: Streamline Your Life with App Script Automation blog cover image
Guides & Tutorials
October 10, 2023
Calendar Events Automation: Streamline Your Life with App Script Automation

This blog delves into the capabilities of Calendar Events Automation using App Script.

Burhanuddin EnquriousJr. Data Engineer
Leveraging Interaction Effects for a Flawless Marketing Strategy blog cover image
Opinions & Insights
October 9, 2023
Leveraging Interaction Effects for a Flawless Marketing Strategy

Understanding how variables work together can supercharge your marketing strategy.

Shuchismita EnquriousData Scientist
 Marketing Effectiveness blog cover image
Opinions & Insights
October 4, 2023
Marketing Effectiveness

Marketing Effectiveness: Strategies, Channels, and ROI Maximization

Shuchismita EnquriousData Scientist
Embeddings - Useful or Hype? blog cover image
Conversations
October 4, 2023
Embeddings - Useful or Hype?

This conversation helps understand the meaning of embeddings via lucid examples in cricket

Amit EnquriousCo-founder & CEO
But Why Snowflake? blog cover image
Conversations
September 12, 2023
But Why Snowflake?

A conversation between a mentee and a mentor to clarify why Snowflake should be a preferred choice for enterprise customers

Amit EnquriousCo-founder & CEO
Snowflake - A Database or Data Warehouse? blog cover image
Conversations
September 9, 2023
Snowflake - A Database or Data Warehouse?

A conversation between a mentee and a mentor to clarify that datawarehouses are different from databases and are purposely designed for analytical purposes

Amit EnquriousCo-founder & CEO
A Journey Through Extraction, Transformation, and Loading blog cover image
Guides & Tutorials
September 7, 2023
A Journey Through Extraction, Transformation, and Loading

Dive into the fundamental concepts and phases of ETL, learning how to extract valuable data, transform it into actionable insights, and load it seamlessly into your systems.

Burhanuddin EnquriousJr. Data Engineer
The Key to a More Efficient and Sustainable Energy Sector blog cover image
Opinions & Insights
September 7, 2023
The Key to a More Efficient and Sustainable Energy Sector

The transformative journey of the energy sector: from outdated practices to a data-driven revolution.

Shuchismita EnquriousData Scientist
Enhancing Readability for Effective Learning and Development blog cover image
Opinions & Insights
August 22, 2023
Enhancing Readability for Effective Learning and Development

Enhancing Readability for Effective Learning and Development

Prateek EnquriousCo-founder & COO
A Simple Guide to Data Literacy blog cover image
Guides & Tutorials
June 23, 2023
A Simple Guide to Data Literacy

An easy to follow guide prepared based on our experience with upskilling thousands of learners in Data Literacy

Amit EnquriousCo-founder & CEO
The Bakery Brain: Simplifying neural networks blog cover image
Guides & Tutorials
June 23, 2023
The Bakery Brain: Simplifying neural networks

Teaching a Robot to Recognize Pastries with Neural Networks and artificial intelligence (AI)

Shuchismita EnquriousData Scientist
Demystifying Namespace Structures blog cover image
Guides & Tutorials
June 23, 2023
Demystifying Namespace Structures

Streamlining Storage Management for E-commerce Business by exploring Flat vs. Hierarchical Systems

Ayushi EnquriousSr. Data Engineer
Winning in the Knowledge Economy blog cover image
Opinions & Insights
June 14, 2023
Winning in the Knowledge Economy

Thoughtfully crafted instruction design with drops of ambiguity and room for creative thinking makes the learning experience more enjoyable and “real world”.

Prateek EnquriousCo-founder & COO
Optimizing Learning Programs: Bridging the Habit Gap in Organizations blog cover image
Opinions & Insights
June 1, 2023
Optimizing Learning Programs: Bridging the Habit Gap in Organizations

Even after putting the best of the content, infrastructure and people, the gap between the intention of organizations to foster a culture of learning and the actual implementation and adoption of learning initiatives by employees keeps on widening.

Prateek EnquriousCo-founder & COO
Nurturing the Self Driven Learner blog cover image
Opinions & Insights
May 19, 2023
Nurturing the Self Driven Learner

Understanding why it is so important to nurture self driven learners in a fast paced technology world

Amit EnquriousCo-founder & CEO
Embracing a Data-Driven L&D Ecosystem for Corporate Success blog cover image
Opinions & Insights
May 5, 2023
Embracing a Data-Driven L&D Ecosystem for Corporate Success

Leveraging data to design better and efficient L&D strategy for organization success

Sai Somanadha Sastry EnquriousProduct Manager & Head- Data team
The Ownership Dilemma blog cover image
Guides & Tutorials
January 26, 2023
The Ownership Dilemma

Figuring out how Cloud help reduce the Total Cost of Ownership of the IT infrastructure

Amit EnquriousCo-founder & CEO
Making sense of Cloud as an IT Professional blog cover image
Guides & Tutorials
January 26, 2023
Making sense of Cloud as an IT Professional

Understand the circumstances which force organizations to start thinking about migration their business to cloud

Amit EnquriousCo-founder & CEO