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Technical Articles

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How to Build an AI Agent from Scratch? - Analytics Vidhya

Ever wondered how AI agents like Siri and Alexa work? These intelligent systems are becoming more important in our daily lives. This article introduces the ReAct pattern, a method that enhances AI agents by combining reasoning an

Apr 21, 2025 am 11:30 AM

Revisiting The Humanities In The Age Of AI

"I think AI tools are changing the learning opportunities for college students. We believe in developing students in core courses, but more and more people also want to get a perspective of computational and statistical thinking," said University of Chicago President Paul Alivisatos in an interview with Deloitte Nitin Mittal at the Davos Forum in January. He believes that people will have to become creators and co-creators of AI, which means that learning and other aspects need to adapt to some major changes. Digital intelligence and critical thinking Professor Alexa Joubin of George Washington University described artificial intelligence as a “heuristic tool” in the humanities and explores how it changes

Apr 21, 2025 am 11:28 AM

Understanding LangChain Agent Framework

LangChain is a powerful toolkit for building sophisticated AI applications. Its agent architecture is particularly noteworthy, allowing developers to create intelligent systems capable of independent reasoning, decision-making, and action. This expl

Apr 21, 2025 am 11:25 AM

What are the Radial Basis Functions Neural Networks?

Radial Basis Function Neural Networks (RBFNNs): A Comprehensive Guide Radial Basis Function Neural Networks (RBFNNs) are a powerful type of neural network architecture that leverages radial basis functions for activation. Their unique structure make

Apr 21, 2025 am 11:13 AM

The Meshing Of Minds And Machines Has Arrived

Brain-computer interfaces (BCIs) directly link the brain to external devices, translating brain impulses into actions without physical movement. This technology utilizes implanted sensors to capture brain signals, converting them into digital comman

Apr 21, 2025 am 11:11 AM

Insights on spaCy, Prodigy and Generative AI from Ines Montani

This "Leading with Data" episode features Ines Montani, co-founder and CEO of Explosion AI, and co-developer of spaCy and Prodigy. Ines offers expert insights into the evolution of these tools, Explosion's unique business model, and the tr

Apr 21, 2025 am 11:01 AM

A Guide to Building Agentic RAG Systems with LangGraph

This article explores Retrieval Augmented Generation (RAG) systems and how AI agents can enhance their capabilities. Traditional RAG systems, while useful for leveraging custom enterprise data, suffer from limitations such as a lack of real-time dat

Apr 21, 2025 am 11:00 AM

What are Integrity Constraints in SQL? - Analytics Vidhya

SQL Integrity Constraints: Ensuring Database Accuracy and Consistency Imagine you're a city planner, responsible for ensuring every building adheres to regulations. In the world of databases, these regulations are known as integrity constraints. Jus

Apr 21, 2025 am 10:58 AM

Top 30 PySpark Interview Questions and Answers (2025)

Self-Consistency in Prompt Engineering

Harnessing the Power of Self-Consistency in Prompt Engineering: A Comprehensive Guide Have you ever wondered how to effectively communicate with today's advanced AI models? As Large Language Models (LLMs) like Claude, GPT-3, and GPT-4 become increas

Apr 21, 2025 am 10:50 AM

A Comprehensive Guide on Building AI Agents with AutoGPT

Introduction Imagine an AI assistant like R2-D2, always ready to lend a hand, or WALL-E, diligently tackling complex tasks. While creating sentient AI remains a future aspiration, AI agents are already reshaping our world. Leveraging advanced machi

Apr 21, 2025 am 10:48 AM

Top 10 Platforms to Practice Data Science Skills

Data Science Skill Enhancement: A Guide to Top Platforms The increasing reliance on big data analysis has made data science a highly sought-after profession. Success in this field demands a blend of technical and non-technical skills. This article

Apr 21, 2025 am 10:47 AM

How to Use Aliases in SQL? - Analytics Vidhya

SQL alias: A tool to improve the readability of SQL queries Do you think there is still room for improvement in the readability of your SQL queries? Then try the SQL alias! Alias This convenient tool allows you to give temporary nicknames to tables and columns, making your queries clearer and easier to process. This article discusses all use cases for aliases clauses, such as renaming columns and tables, and combining multiple columns or subqueries. Overview SQL alias provides temporary nicknames for tables and columns to enhance the readability and manageability of queries. SQL aliases created with AS keywords simplify complex queries by allowing more intuitive table and column references. Examples include renaming columns in the result set, simplifying table names in the join, and combining multiple columns into one

Apr 21, 2025 am 10:30 AM

Code Execution with Google Gemini Flash

Google's Gemini: Code Execution Capabilities of Large Language Models Large Language Models (LLMs), successors to Transformers, have revolutionized Natural Language Processing (NLP) and Natural Language Understanding (NLU). Initially replacing rule-

Apr 21, 2025 am 10:14 AM