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Artificial Intelligence / Machine Learning

Comprehensive Overview of YOLO

YOLO (You Only Look Once) is a popular object detection model known for its speed and accuracy. It was first introduced by Joseph Redmon et al. in 2016 and has since undergone several iterations, the latest being YOLO v8. Previous object detection algorithms use regions to localize the object within

Artificial Intelligence / Machine Learning

BARD an AI Chat-Bot

Artificial Intelligent Chat-Bot is a powerful conversational AI tool that excel in different areas. It is a computer program that uses artificial intelligence (AI) and natural language processing to understand customer questions and automate responses to them, simulating human conversation. AI chatbots use natural language understanding (NLU) to discern the

Artificial Intelligence / Machine Learning

Fine-Tuning BERT for Machine Translation with PyTorch

In this article, we will explore how to fine-tune the BERT (Bidirectional Encoder Representations from Transformers) model for machine translation using PyTorch. We will go through the step-by-step process of loading and preprocessing the dataset, tokenizing and encoding the sentences, creating a Data Loader for training and validation sets, fine-tuning

Artificial Intelligence / Machine Learning

PRICE ANALYSIS USING LSTM

LSTM stands for long short term network. It is a type of a recurrent neural network with higher power to remember the output of the previous node so that the accuracy for predicting the next outcomes increases. LSTM is the solution for the vanishing gradient or long term dependence issue

Artificial Intelligence / Machine Learning

GLASSBOX EXPLAINABILITY FOR SENTIMENT ANALYSIS

In this article we are going perform the sentiment analysis on restaurant reviews dataset. We are going to build an explainable model using of logistic regression from the glass box library and show the explainability of the model. DATA PREPROCESSING The first step in the context of sentiment analysis is

Artificial Intelligence / Machine Learning

CHATGPT: A BOON TO STUDENTS

Source: Google images Since the evolution of the Artificial Intelligence, Open AI has launched the first AI powered chatbot named as the ChatGPT. ChatGPT has gained a large popularity in the overall internet community. It is an effective AI tool which can assist the human functions. Due to all around

Artificial Intelligence / Machine Learning

Interactive RNN Journey: Navigating the World of Recurrent Neural Networks

Introduction: In the world of artificial intelligence and machine learning, Recurrent Neural Networks (RNNs) have emerged as a powerful tool for processing sequential data. Whether it's natural language processing, speech recognition, time series analysis, or even music generation, RNNs have proven to be remarkably effective in capturing the temporal dependencies

Artificial Intelligence / Machine Learning

Cracking the Kernel: Interactive Insights into Support Vector Machines

Introduction: Support Vector Machines (SVMs) have emerged as powerful and versatile machine learning algorithms with applications ranging from classification to regression. SVMs excel at finding optimal decision boundaries in complex data spaces, thanks to their ingenious use of kernels. In this interactive article, we will delve into the world of

Artificial Intelligence / Machine Learning

Inside the LSTM Vault: Interactive Insights into Long Short-Term Memory

Introduction: When it comes to teaching computers to understand and work with sequences of information, a special kind of neural network called Long Short-Term Memory (LSTM) has proven to be incredibly useful. LSTM is like a smart memory system that can remember important things, forget unnecessary details, and make predictions

Artificial Intelligence / Machine Learning

Empowering Businesses with ChatGPT

Introduction: In today's digital era, businesses are constantly seeking innovative ways to engage with their customers, streamline operations, and drive growth. One transformative technology that is revolutionizing the business landscape is ChatGPT, a state-of-the-art conversational AI model developed by OpenAI. ChatGPT has gained significant attention for its remarkable ability to

Artificial Intelligence / Machine Learning

Machine Learning Workflow with MLflow

Introduction: Machine learning projects often involve multiple stages, including data preprocessing, model training, hyperparameter tuning, and model deployment. Managing and tracking these stages can become complex and time-consuming. MLflow, an open-source machine learning platform, simplifies the end-to-end machine learning lifecycle by providing tools for experiment tracking, model packaging, and deployment.

Artificial Intelligence / Machine Learning

Pitfalls of Poor Data Preprocessing

Introduction: Data mining involves complex extraction of valuable patterns from large datasets. Preprocessing raw data is crucial to ensure its quality and suitability for analysis. Neglecting this step leads to inaccurate results and wasted resources. In this article, we'll explore common mistakes in data preprocessing, enhancing accuracy and effectiveness. Topics

Artificial Intelligence / Machine Learning

ATTENTION: The Rise Of Transformers

From a humble beginning, the transformer architecture has reached to heroic heights in the field of artificial intelligence. It adapts to any tasks such as mastering language translation, sentiment analysis, summarizing concepts and many more. With its self-attention mechanism, the transformer has unveiled its capability to capture relationships in data

Artificial Intelligence / Machine Learning

TRANSFORMERS: The Revenge of the Fallen

Do You think is there a need for Transformers arise ? Once upon a time, the traditional neural networks like RNNs and CNNs struggled to capture the long-distance connections in data and lacked the parallel processing power. Then arose the transformers with its self-attention capability. With this amazing superpower it can

Artificial Intelligence / Machine Learning

Battle of the AI Titans: CHATGPT vs BARD

INTRODUCTION: In the realm of Natural Language Processing(NLP) and conversational AI, there are several AI models that have gained attention in their ability to generate human-like text. Out of them, the two prominent models that have captured the imagination of researchers and developers are ChatGPT and Bard which have

Artificial Intelligence / Machine Learning

Revolutionizing Image Analysis using CNN

Have you ever wondered how facial recognition works on social media, or how self-driving cars work, or how many diseases are detected through images in health care ? – it’s all because of CNN. In this article, the following topics will be covered : 1. What is a Neural Network ? 2. What

Artificial Intelligence / Machine Learning

Unveiling The Essence of Topic Classification Using BERT

In this article, let's explore BERT which is the pre-trained model from Hugging Face Transformers, before diving deeper into it. It was introduced by Google back in 2018. BERT (Bidirectional Encoder Representations from Transformers) is a pre-trained language model that has revolutionized the way we understand and process text. What

Artificial Intelligence / Machine Learning

USING TOPAZ DENOISE & TOPAZ SHARPEN AI TO IMPROVE IMAGE QUALITY

INTRODUCTION: * Topaz Labs offers a variety of editing and enhancement tools designed to increase the quality and accuracy of your images. * They have well-liked products like Topaz Denoise and Topaz Sharpen AI. * In this article, we'll examine the characteristics and capabilities of these two software packages and give examples of

TWITTER HUNTER: A TOOL TO IMPROVISE TWITTER USERS

INTRODUCTION: * Twitter, a well-known social media site that links customers, companies, and influencers globally, is an excellent tool for networking, research, and outreach because of its sizable user base. * Finding certain Twitter people or accounts that support your interests or goals might be difficult, though. * This article will introduce you

Web Development

EFFECTIVE STYLING IN TAILWIND CSS

INTRODUCTION: * With the aid of the well-liked utility-first CSS framework Tailwind CSS, programmers can easily create user interfaces that are both responsive and scalable. * Instead of creating bespoke CSS, as is the case with standard CSS frameworks, Tailwind CSS focuses on offering a complete collection of utility classes that can

THE PROCEDURE AND INTEGRATED WORKING OF TWEET PIK

PROCEDURE : STEP 1: Open the TWEETPIK On browser and register on free account. STEP 2 : The homepage of TWEETPIK will be generated and place the URL of the Tweet That needs to deliver the screenshot. * The Other option is to choose URL FOR MULTIPLE TWEETS for more twitter tweet screenshots.

Web Development

SYNCHRONOUS AND ASYNCHRONOUS OPERATIONS IN REACT

INTRODUCTION: * Understanding synchronous and asynchronous operations in React, a popular JavaScript toolkit for creating user interfaces, is essential for creating effective and responsive apps. * Tasks may be handled synchronously and asynchronously with equal ease because to React component-based design and virtual DOM. * The distinctions between synchronous and asynchronous operations in

Web Development

CREATING SYNCHRONOUS AND ASYNCHRONOUS OPERATIONS IN REACT: DEVELOPING “TO-DO LIST”

INTRODUCTION: * Programming in synchronized JavaScript involves the sequential execution of code, with one task being finished before moving on to the next. * Asynchronous JavaScript, on the contrary hand, is a development method in which an instance of code does not need to wait for a job to finish while proceeding

TWEET PIK – THE TOOL WHICH HELPS TO GROW VIEWERS

THE REVIEW ON TWEET PIK : A straight forward tool named Tweet Pik, which makes it simple to take and distribute screenshots of any tweets. which is how the gross of the tweet will be reposted and analyzed, reviewed by following users. The TWEET PIK , Now-a-days become the primary tool for

DIGITAL TWINNING: CREATING DIGITAL VERSIONS TO REVOLUTIONISE CORPORATIONS

Based On Google Analytics, The Digital Twinning Plays A Vital Role In the Modern Period. INTRODUCTION: * Digital twinning is a ground-breaking idea in the field of technological change that has the ability to alter a wide range of businesses. * It provides businesses with previously unattainable information, optimization chances, and development