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Trending Data Science Blogs

17 Feb 2025 | 19 min read

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

Every day, internet users generate around 2.5 quintillion bytes of data. That’s a huge amount! This constant flow of information is

Mukesh Kumar

17 Feb 2025 | 19 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

07 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

07 Feb 2025 | 34 min read

06 Feb 2025 | 8 min read

Python Banking Project [With Source Code] in 2024

The banking sector has many applications for programming and IT solutions. If you’re interested in working on a project for the banking sector, then you’ve come to the right place. let me introduce you to detailed banking project in Python so you can get started with ease. I’ll provide you with the simple b

Rohit Sharma

06 Feb 2025 | 8 min read

Explore All Data Science Blogs

11 Essential Data Transformation Methods in Data Mining (2025)

Global data generation is expected to grow to more than 394 zettabytes by 2028. However, much of this data is messy. Without cleaning and organizing this data, identifying trends and making informed decisions becomes nearly impossible. This is where data transformation in data mining comes in, acting as a bridge between raw

18 Feb 2025 | 19 min read

Exploratory Data Analysis (EDA): Key Techniques and Its Role in Driving Business Insights

Exploratory Data Analysis (EDA) is a crucial first step in modern data analysis, helping you uncover insights, spot trends, and identify issues before complex models are built. With the rise of big data, tools like Python’s Pandas, Matplotlib, and Seaborn enable efficient data cleaning and visualization. By investing time in EDA, you set

18 Feb 2025 | 15 min read

Excel Tutorial for Beginners

Microsoft Excel is one of the most popular and extensively used spreadsheet programs globally. Developed by Microsoft, it was first released in 1985 and has been updated with several changes over time. However, the main functionality has mostly remained the same. It is compatible with multiple Operating Systems like Windows, Android, macOS, and iOS. Excel is used to organize data in rows

18 Feb 2025 | 7 min read

Top Benefits and Advantages of Business Analytics

If you’ve been reading about the tech sector recently, chances are, you’ve heard about business analytics. It’s one of the hottest topics in the tech industry due to its rising demand and potential. You might wonder why this field is so much in

18 Feb 2025 | 7 min read

Top 15 Data Visualization Project Ideas: For Beginners, Intermediate, and Expert Professionals

Data visualization is more than just creating charts and graphs—it’s about telling a compelling story through data. Whether you're making informed business decisions or just aiming to wow at your next interview, mastering this skill makes you stand out. Curious about how to get started or advance your skills? Keep reading!

18 Feb 2025 | 17 min read

Tableau Data Visualization: Effective Visualization with Tableau

What is Data Visualization? Data visualization is data expressed in a graphical format. It gets more appealing and instructive to work with the graphical depiction of the data. Visual data elements like tables, graphs, and plans make the data more accessible for the user to understand and interpret. With this understanding, the meaning behind the patterns and trends in

18 Feb 2025 | 8 min read

Tableau Career Opportunities: What You Should Know in 2024?

Tableau career opportunities are blooming every day as tableau is the driving force behind the automated world. Automation requires a myriad of data analyses, and Tableau is providing the necessary data for it. Besides, the tableau is creating its own space in the areas of business intelligence and data analytics. Many organizations are moving towards Tableau, ther

18 Feb 2025 | 13 min read

Constructors in Python [Guide]

Python is one of the most popular programming languages in the contemporary world. Every instance in this programming language is created on an object and hence this is an object-oriented programming language. A Special type of function or method that is used to initialize the instances of distinguished entities of the class are called Python Constructors. There are two types of Python c

18 Feb 2025 | 7 min read

Power BI Tutorial: Components, Usage, Operation – Learn from Experts

The modern business world is full of technology-driven tools that make various business sectors easier to manoeuvre. These tools facilitate the works of our technology professionals and offer powerful features to the point that it begins to feel impossible to perform certain tasks without a particular tool. One such category of tools is business intelligence tools. These software tools process

18 Feb 2025 | 9 min read

Pandas vs NumPy in Data Science: Top 15 Differences

The most popular programming language nowadays is Python. It never fails to astound users when it comes to handling jobs and problems related to Data Science. The majority of data scientists already use Python's power daily. It is a popular, object-oriented, open-source, high-performance language that is simple to learn and easy to debug, among many other advantages. Python was created with out

18 Feb 2025 | 18 min read

60 Most Asked Pandas Interview Questions and Answers [ANSWERED + CODE]

Did you know Python Pandas powers almost every major data analysis task today? Imagine being able to manipulate thousands of rows of messy data with a few commands. That's exactly what Python Pandas delivers. It is indispensable in data analysis, machine learning, and almost any real-world data a

18 Feb 2025 | 22 min read

Understanding 5 Types of Inheritance in Python: Key Concepts, Benefits, and More

Inheritance in Python allows a child class to inherit properties and methods from a parent class, making it easier to build on existing functionality. For instance, if you have a "Vehicle" class with basic attributes like speed and fuel, you can create a "Car" class that inh

18 Feb 2025 | 14 min read

Top 10 Major Challenges of Big Data & Simple Solutions To Solve Them

In 2024, only 48.1% of organizations have managed to become fully data-driven. Data now plays a ce

18 Feb 2025 | 34 min read

Data Structures in Python

Data structures are one of the most essential concepts in computer science and software management and are extensively used to write programs in any language. Python is a powerful, interactive, object-oriented, and interpreted programming language with which the fundamentals of data structure can be studied more effortlessly, unlike other programming languages. It is one of the most vers

18 Feb 2025 | 7 min read

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

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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...