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Static, Final, and Initialization Blocks

Table of Contents Introduction to Static, Final, and Initialization Blocks The Static Keyword in Java Static Variables Static Methods Static Blocks The Final Keyword in Java Final Variables Final Methods Final Classes Initialization Blocks...
Kumar Prafull - 0

Encapsulation and Access Modifiers

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Abstraction and Interfaces in Java

Table of Contents Introduction to Abstraction Types of Abstraction in Java Abstract Classes Interfaces Abstract Classes: Deep Dive Syntax and Usage Abstract vs Concrete Methods Constructors and Abstract Classes Interfaces: Deep Dive Syntax and...
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Polymorphism – Overriding and Dynamic Binding in Java

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Methods, Overloading, and Recursion in Java

Table of Contents Introduction to Methods in Java Declaring and Calling Methods Method Parameters and Return Types Method Overloading Recursion in Java Advantages and Use Cases of Recursion Stack Memory and...

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Strings in Java – String Class, Immutable Nature, StringBuilder and StringBuffer

Table of Contents Introduction to Strings in Java The String Class String Declaration and Initialization String Immutability Common String Methods String Comparison String Concatenation and Performance StringBuilder vs StringBuffer Real-world Use Cases Summary and...

Arrays in Java – Single & Multi-dimensional Arrays, Array Operations

Table of Contents What Are Arrays? Advantages of Using Arrays Declaring and Initializing Arrays Accessing and Modifying Elements Iterating Through Arrays Multi-dimensional Arrays Common Array Operations Arrays vs ArrayList Real-world Examples Summary and What’s...

Loops in Java – for, while, do-while, break and continue

Table of Contents Introduction to Loops The for Loop The while Loop The do-while Loop Loop Control Statements: break and continue Infinite Loops Nested Loops Real-World Examples Summary and What’s Next 1. Introduction to...

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Hyperparameter Tuning and Model Optimization

Kumar Prafull -
What Are Hyperparameters? In machine learning, hyperparameters are the external configurations that control the learning process. These parameters are set before training and can significantly...

Introduction to Machine Learning with Scikit-Learn

Kumar Prafull -
What is Machine Learning? Machine learning (ML) is a subset of artificial intelligence (AI) where algorithms learn patterns from data and use them to make...

Data Cleaning and Preprocessing Techniques

Kumar Prafull -
Why Clean Data? Real-world data is rarely in the right shape for analysis. It often contains errors, missing values, and inconsistencies. Data cleaning is a...

Data Visualization with Matplotlib and Seaborn

Kumar Prafull -
Why Visualize Data? No matter how good your analysis is, if others can't understand it, it loses impact. Visualization bridges that gap. Charts help you...

Introduction to Pandas and Working with Tabular Data

Kumar Prafull -
Why Pandas? When working with data, you'll almost always deal with tables — datasets with rows and columns, like spreadsheets. Enter Pandas: Python’s go-to library...

Python Basics for Data Science

Kumar Prafull -
Why Python? Python has become the de facto language of data science, and for good reason. It’s beginner-friendly, highly readable, and backed by a vast...

Core Concepts in Statistics & Probability for Data Science

Kumar Prafull -
Why Statistics & Probability Matter in Data Science Behind every data model and dashboard is a foundation built on statistics and probability. These concepts help...

Real-world Applications of Data Science

Kumar Prafull -
We often hear the phrase “data is the new oil,” but what truly gives data its value is the ability to turn it into...

What is Data Science?

Kumar Prafull -
In an increasingly digital world, data is being generated at an unprecedented rate. From your morning coffee purchase to your late-night scroll through social...

Datafication – All you need to know!

Pratiksha -
In today's digital age, data has become the lifeblood of organizations across industries. The process of datafication, which involves the collection, analysis, and transformation...

The Advancements and Threats of AI: Analyzing the Benefits and Risks of ChatGPT and GPT-4

Kumar Prafull -
Artificial Intelligence (AI) has become increasingly popular in recent years, with new technologies such as ChatGPT and GPT-4 revolutionizing the field. These language models...

History of Robots

Syskool -
Robots have come a long way since Unimate, the first industrial robot invented by George Charles Devol.  Since then industrial robots have been defined by the International Organization...
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