Analytics Siksha

Highly Experienced Data Scientist. Prficiency in Data Analysis tools. Deliver client ready projects. Worked with MNCs and delivered industry ready projects.

Linear Regression in Machine Learning: A Comprehensive Guide

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Linear regression is one of the most fundamental and widely used algorithms in machine learning.  Whether predicting housing prices, stock market trends, or customer spending, linear regression provides a powerful yet simple way to model the relationship between variables. In this article, we will dive into linear regression and provide engaging, real-world examples from domains […]

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What are SmolAgents?: A Easy Guide With Code Examples

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Discover potential of SmolAgents a lightweight AI agent for efficient task handling.   List of Contents: What are SmolAgents? Key Features of SmolAgents Technical Aspects of SmolAgents Use Cases of SmolAgents Getting Started with SmolAgents – Python Code Example Why SmolAgents Matter? Conclusion  In the evolving world of artificial intelligence, Hugging Face has once again

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How RAG Can Transform Businesses?

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Retrieval-augmented generation (RAG) is more than just a technology – it’s a strategic advantage for businesses in today’s data-driven world. By bridging the gap between static AI models and real-time information retrieval, RAG enables companies to address challenges like outdated responses, information overload, and lack of personalization. Let’s explore how RAG can specifically benefit businesses

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Retrieval-Augmented Generation (RAG) in AI: A Simple Guide for Everyone

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Topics Covered: –  INTRODUCTION What is RAG? Architecture Of RAG RAG vs. Agentic RAG Applications of RAG Why is RAG Important? Future of RAG Conclusion   INTRODUCTION Artificial Intelligence (AI) has transformed how businesses operate and solve problems. One of the magnificent innovations in this field is the Retrieval-Augmented Generation (RAG). Even if one is

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Control Statements in Python: A Easy Guide With Examples

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List of Contents: INTRODUCTION What are Control Statements? Conditional Statements Looping Statements Jump Statements Combining Control Statements Best Practices Conclusion   INTRODUCTION Python is one of the most popular programming languages today, known for its simplicity and versatility. A key concept in Python programming is control statements, which allow developers to control the flow of

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Operators in python: A Easy Guide for Beginner’s

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Python is a versatile and beginner-friendly programming language. It is widely used for web development, data science, artificial intelligence, and many more. One of the essential concepts to master in Python is operators. They are the building blocks of logical and mathematical expressions, enabling us to perform operations on data efficiently. This blog provides a

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Data Types in Python: A Easy Guide for Beginner’s

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Contents INTRODUCTION What are Data Types? Type Conversion Checking Data Types Conclusion   INTRODUCTION Python is one of the most popular programming languages, known for its simplicity and readability. Data types are foundational concepts in Python or any programming language. Data types define the type of data a variable can hold, helping developers write robust

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Python Variables: A Easy Guide for Beginners

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Learn all about variables in Python. Learn how to declare, initialize, and use variables effectively. Get tips for naming conventions, data types with hands – on practices in python. Topics Covered: INTRODUCTION What Are Variable in Python? Key Features of Python Variables How to Name Variables Types of Variables in Python Assigning Values to Variables

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Introduction to Python: A Beginner’s Guide to the Most Popular Programming Language

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Contents INTRODUCTION What is Python? Why is Python So Popular? Key Features of Python Where is Python Used? Getting Started with Python Essential Python Concepts for Beginners Conclusion   INTRODUCTION Python is one of the most widely used programming languages in the world today. Its simplicity, versatility, and vast ecosystem make it an excellent choice

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A Beginner’s Guide to Natural Language Processing (NLP)

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Contents: INTRODUCTION What is Natural Language Processing? How Does NLP Work? Real-Life Applications of NLP Why Should you Learn NLP? Getting Started with NLP Challenges in NLP Conclusion Natural Language Processing (NLP) is a fascinating field of artificial intelligence (AI), linguistics, and computer science. It enables machines to understand, interpret, and respond to human language

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