Data Science Blogs - PW Skills Blog

What is Data Ingestion? A 12 Step Beginner-Friendly Guide to Mastering the Basics

Imagine you walk into a busy kitchen where dishes are prepared constantly from markets, stores, and farms’ ingredients. From multiple sources, raw data must be both gathered and also moved plus prepared within the digital world prior to when perceptions arise. This entire process is known as data ingestion indeed. For AI models plus dashboards …

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Research Scientist Salary in India: 2025 Effective Career Insight

Data Science / By Vanita Mishra

This is a very noble and intellectually stimulating career option when innovation meets exploration and societal importance in a career-one-out-of-all option becomes a research scientist. But, one of the common doubts; students and fresh job seekers have on such topics usually boils down to, “What does a research scientist earn in India?”. Whether you are …

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An Effective 2025 Guide to Data Pipelines: Components, Types & Real-World Use Cases

Data Science / By Vanita Mishra

The term data pipeline is becoming very popular today, bestowed across the industry as it is. Whether you are a student getting into data science or a practitioner busy with analytics and engineering assignments, knowing what data pipelines are and how they operate enhances your capacity to handle data smoothly. Simply, a data pipeline is …

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This Data Science Skill Will 10x Your Salary – Learn It Now!

Data Science / By Ankit kumar

Python programming is a major data science skill in 2025 as mastering this programming language can help you discover top job offers and opportunities in this year. Learn more about data science skills and its importance in this blog.

Google Machine Learning Certification Free: Complete Explanation For Beginners

Data Science / By Ankit kumar

Are you looking to start your career in Machine learning, then get this Google Machine Learning Certification Free program to build a job ready portfolio along with a globally recognised certification. Let us know more about this certification in this blog.

Data Farming Explained: 5 Modern Methods, Future Opportunities

Data Science / By Vanita Mishra

In today’s data-hungry world, Data Farming has become one such radical idea that seeks to redefine the way businesses, researchers, and governments are utilizing data. But what is Data Farming and how is it different from traditional ones: say, Data Farming vs. Data Mining? This blog talks about the concepts of Data Farming, the existing …

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Data Scrubbing 101: What It Is, Why It Matters & How to Clean Data Effectively

Data Science / By Vanita Mishra

In an age when the importance of data has exploded, timely business decisions can almost always be made with accurate, good-quality data. But what about dirty, stale, or incorrect data? Data Scrubbing saves the day. If you have ever wondered, “What is Data Scrubbing?” and “What are the best ways to clean data?” then this …

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Google AI Course Free Certification: For Freshers & Graduates

Data Science / By Ankit kumar

Enroll in Google AI Course Free Certification Program and start your career in artificial intelligence with one of the most trusted institutions in the world. Learn more about the Google AI Course certification in this blog.

What is a Data Source? Definitions and Examples

Data Science / By Ankit kumar

Data Source is the origination of the data in its raw format from different sources. Data sources can store data in different forms and more. Let us know more about the data source in this blog below.

Data Architecture Explained: 8 Key Responsbilities for Effective Data Management

Data Science / By Vanita Mishra

In a data-driven world, businesses need structured and secure data to make decisions. This is where a Data Architect takes center stage. If you have been asking yourself, “What is a Data Architect?”, this blog will explain everything from what they do to their roles and responsibilities, as well as the skills required to be …

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