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19 Feb 2025 | 14 min read

Data Analyst Salary in India in 2025 [For Freshers & Experienced]

Data is everywhere—from the websites you browse to your online purchases. But how do companies like Amazon, Flipkart, and Paytm use this information to make smarter decisions? Data analysts help businesses make sense of data by turning it into insights that shape

Shaheen Dubash

19 Feb 2025 | 14 min read

19 Feb 2025 | 17 min read

Top 15 Online Data Science Courses To Advance Your Skills in 2025

Data Science is revolutionizing industries by empowering organizations to analyze vast datasets, uncover patterns, and make informed decisions. According to a report by the U.S. Bureau of Labor Statistics, the demand for data science professionals is projected to grow by 36% by 2031, driven by advancements in AI and Big Data.

Rohit Sharma

19 Feb 2025 | 17 min read

19 Feb 2025 | 34 min read

30 Data Science Project Ideas for Beginners in 2025

Data science is revolutionizing industries and businesses. Amidst its high demand, mastering it can certainly give you a competitive edge in the job market. According to studies, 65% of organizations believe that data science is essential for decision-making and 90% of enterprises consider data science crucial

Rohit Sharma

19 Feb 2025 | 34 min read

19 Feb 2025 | 43 min read

27 Big Data Projects to Try in 2025 For all Levels [With Source Code]

Big data refers to large, diverse information sets that require advanced tools to process and analyze. These data sets may originate from social media, sensors, transactions, or other sources. Each one carries valuable patterns and trends that can spark new insights across many fields. Working on big data projects hones your analytical t

Mukesh Kumar

19 Feb 2025 | 43 min read

12 Feb 2025 | 26 min read

Explore the Top 30+ DSA projects with source code in 2025

Did you know that during interviews, most tech companies, including giants like Google, Amazon, and Microsoft, focus heavily on Data Structures and Algorithms (DSA)? In 2025, having a solid grasp of DSA isn’t just a bonus — it’s a game changer. But here’s the catch: theory alone won’t get you far. You need hands-on pr

Rohit Sharma

12 Feb 2025 | 26 min read

11 Feb 2025 | 12 min read

The Ultimate Guide to Information Retrieval System: Key Components, Types, Applications, and More!

In the digital age, managing and accessing relevant information is more critical than ever due to the exponential growth of data. We use Information Retrieval Systems more than we realize, from recommendation systems on Netflix, to online libraries, information retrieval systems have applications across variou

Rohit Sharma

11 Feb 2025 | 12 min read

10 Feb 2025 | 35 min read

Top 24 Data Engineering Projects in 2025 With Source Code

Data engineering involves planning and building systems that gather, store, and process information so you can solve real problems. This field blends coding expertise with architectural thinking, giving you the power to organize and transform raw datasets into meaningful outputs.

Rohit Sharma

10 Feb 2025 | 35 min read

Explore All Data Science Blogs

Data Scientist Job Description – Job Guide

Seeking specialization in a single branch is no more what organizations seek out of individuals. The ability to juggle multiple responsibilities with a broad spectrum of skills is necessary to make it through the competitive STEM market. Data Science is a multidisciplinary sector combining science and industry knowledge to bring value to businesses with relevant and structured data. A Da

18 Feb 2025 | 7 min read

Inheritance in Python | Python Inheritance [With Example]

Python is one of the most popular programming languages. Despite a transition full of ups and downs from the Python 2 version to Python 3, the Object-oriented program

18 Feb 2025 | 10 min read

Top 11 Industry Applications of Business Analytics in 2025

Business analytics uses sorting, collating, processing, and studying data through iterative methodologies and statistical models to generate meaningful and business-relevant insights. These insights help organizations in solving business problems and increase their revenue, efficiency, and productivity. The applications of business analytics span various industries, helping companies mak

18 Feb 2025 | 11 min read

Relevance of Data Science for Managers

Today, the world’s largest and most successful organizations use data-driven decision-making that impacts high-level business decisions. Leaders and managers are expected to be equipped with widespread and fundamental knowledge of data science and its techniques. Data science for managers encourages them to be better decision-makers and align with an organization’s growth mindset.

18 Feb 2025 | 8 min read

Top 9 Data Mining Tools You Should Get Your Hands-On [2024]

If you want to become a data professional, you must be familiar with multiple data mining tools, even though you would only use a few. This way, you’d be prepared for any challenge because every tool has its specific advantages. You might ask, “where do I start?” To help you there, we’ve assorted a list of the most prominent

18 Feb 2025 | 7 min read

The Data Analytics Lifecycle: A Complete Guide from Discovery to Decision-Making

Data is the new oil, driving industries and decisions worldwide. There is hardly any industry or business that is not utilizing data to drive their business growth and decisions. Did you know?

18 Feb 2025 | 19 min read

Data Analyst vs Data Scientist – Spot the Difference

With Data Science jobs on the rise, there’s a question that often lurks in the minds of aspirants – What’s the difference between a Data Scientist and a Data Analyst? Are these 2 the same? Such questions have been a source of great confusion among youngsters who wish to make a successful career in Data Science. Today, we’re here to put these questions to rest and

18 Feb 2025 | 9 min read

Top Steps to Mastering Data Science, Trust Me I’ve Tried Them

Thulasiram received his PG Diploma in Data Analytics from UpGrad and IIIT-Bangalore and now works at UpGrad as a Program Associate for Data Analysis at UpGrad.Years ago, I read a story in the book The Monk Who Sold His Ferrari, a story I remember to this day.There was once a teacher renowned for his archery skills. It was said that the teacher’s arrow would n

17 Feb 2025 | 6 min read

Type Conversion & Type Casting in Python Explained with Examples

Python has many data types, and as a programmer, you should know how to convert one data type of Python into another. Python has many built-in functions for this task. And in this simple guide, we’ll be taking a look at them to help you understand type conversions better. After you’re through with this guide, you would know how to convert strings into integers and vice versa. So without

17 Feb 2025

Ultimate Guide to Work with Excel Spreadsheets Using Python

Introduction to Using Python with Excel Excel is a well-known tool for processing and visualising data. But large datasets can be time-consuming and challenging to work with in Excel. On the other hand, Python can automate many of the tasks that Excel cannot. It is a flexible language that can easily handle massive datasets and perform challenging calculations. Python

17 Feb 2025 | 12 min read

Business Analyst vs Data Scientist: Which One Should You Choose?

Data is the new currency of the tech and business worlds. However, data is nothing in itself – it requires advanced technologies to be processed, analyzed, and interpreted to lead to actionable business insights. Since the data generated today is highly complex, varied, and massive, traditional data processing techniques no longer suffice. This is where Data Science and its related techn

17 Feb 2025 | 10 min read

Business Analyst Job Description: Roles & Responsibilities

Business analysts bridge the gap between business strategy and business operations. They are instrumental in identifying opportunities, streamlining processes, and improving efficiency. A business analyst is someone who analyzes businesses to understand their potential for growth or problem areas. The role of a business analyst can be challenging as it requires you to take on different hats sim

17 Feb 2025 | 6 min read

Be A Big Data Analyst – Skills, Salary & Job Description

In an era dominated by Big Data, one cannot imagine that the skill set and expertise of traditional Data Analysts are enough to handle the complexities of Big Data. So, who then jumps in to save the day? Essentially, Big Data Analysts are data analysts in the truest sense of the term, but they have a significant point of difference – unlike traditional Data Analysts who mostly deal with

17 Feb 2025 | 11 min read

Master the intricacies of data processing in machine learning, from preparation to building models.

In the past, professionals across industries were entangled in Excel’s intricate data management web. Days, if not weeks, were dedicated to the painstaking process of exporting, filtering, and formatting data, often leading to inefficiencies. However, the digital age ushered in a transformative tool that has since reimagined how we perceive and interact with data: Google Data Studio, also known

17 Feb 2025 | 8 min read

4 Types of Data: Nominal, Ordinal, Discrete, Continuous

Data refers to the collection of information that is gathered and translated for specific purposes. With over 2.5 quintillion data being produced every day, it is crucial to utilize it in a particular way so that it serves its value to computers and humans for better practices. Data is organized and stored in charts, graphs, and tables. Data is an invaluable commodity with the potential

17 Feb 2025 | 7 min read

Measures of Dispersion in Statistics: Meaning, Types & Examples

Measures of dispersion in statistics are essential for understanding the spread or variability of data points in a dataset. While measures of central tendency like mean and median provide a summary, dispersion measures indicate how much data deviates from the average. These measures help analysts assess consistency, identify

14 Feb 2025 | 24 min read

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1.The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.

2.The student assumes full responsibility for all expenses associated with visas, travel, and related costs. upGrad does not provide any assurance or make representation...