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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...
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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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Functions in JavaScript

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Understanding Functions in JavaScript In JavaScript, functions are one of the core building blocks. A function is a block of reusable code that performs a...

Control Flow in JavaScript

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Mastering Control Flow in JavaScript Control flow is an essential concept in programming. It dictates how your program decides which block of code to execute...

Variables and Data Types in JavaScript

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Understanding Variables and Data Types in JavaScript In this module, we will cover two of the most fundamental concepts in JavaScript: variables and data types....

Introduction to JavaScript

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What is JavaScript? A Complete Beginner’s Guide JavaScript is one of the most powerful and versatile programming languages used in the world of web development....

Case Studies and Real-World Projects in Data Science

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From Learning to Doing At this stage, you’ve covered the essential theory, tools, and workflows needed to become a data scientist. The next step is...

Introduction to Model Deployment and MLOps

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Beyond Model Building Building a high-performing machine learning model is only part of the journey. In the real world, models need to be deployed, monitored,...

Introduction to Big Data and Distributed Computing

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Why Big Data? As organizations generate massive volumes of data—from user interactions, IoT sensors, financial transactions, and more—traditional tools like pandas or Excel become insufficient...

Natural Language Processing (NLP) and Text Data

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What is NLP? Natural Language Processing (NLP) is a field at the intersection of computer science, artificial intelligence, and linguistics. It focuses on enabling machines...

Recurrent Neural Networks (RNNs) and Time Series Data

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Introduction to Sequence Modeling Traditional neural networks assume that all inputs and outputs are independent of each other. While this works well for tasks like...

Convolutional Neural Networks (CNNs) for Image Recognition

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Why CNNs? When dealing with image data, traditional neural networks often fall short. Each image pixel becomes a separate input, leading to an explosion in...

Introduction to Neural Networks and Deep Learning

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What is a Neural Network? A neural network is a computational model inspired by the way biological neural networks in the human brain work. It...

Model Evaluation Techniques and Metrics

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Why Evaluate a Model? Once you’ve trained a machine learning model, it’s crucial to assess how well it performs. This step helps you understand if...
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