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Trending Artificial Intelligence Blogs

18 Feb 2025 | 59 min read

Top 35 Linear Regression Projects in Machine Learning With Source Code

Linear regression is a supervised learning method in machine learning that uses a linear model to describe the connection between one or more predictor variables (features) and a continuous target variable. This technique tries to find an optimal line that minimizes the sum of squared errors, allowing you to produce better predictions.

Pavan Vadapalli

18 Feb 2025 | 59 min read

18 Feb 2025 | 47 min read

18 Types of Regression in Machine Learning [Explained With Examples]

Regression in machine learning is a core technique used to model the relationship between a dependent variable (target) and one or more independent variables (features). Unlike classification (which predicts categories), regression deals with continuous numeric outcomes.

Pavan Vadapalli

18 Feb 2025 | 47 min read

12 Feb 2025 | 26 min read

Top 40+ Exciting Deep Learning Project Ideas for Beginners [2025]

Deep learning is transforming industries, with the global market projected to reach $298.38 billion by 2032. Engaging in projects on deep learning is the most effective way to strengthen your skills and build a standout portfolio. Whether mastering neural networks, image recognition<

Kechit Goyal

12 Feb 2025 | 26 min read

12 Feb 2025 | 16 min read

Gini Index Formula: A Complete Guide for Decision Trees and Machine Learning

Want to make your machine learning models more accurate? The Gini Index is the secret. It’s a key metric in decision tree algorithms, helping you determine how pure or impure a split is. The lower the Gini Index, the more "pure" your split, which means your model can make more accurate predictions. When building decision tr

MK Gurucharan

12 Feb 2025 | 16 min read

11 Feb 2025 | 54 min read

Top 48 Machine Learning Projects [2025 Edition] with Source Code

Machine learning is a way to train computers with data so they can recognize patterns, predict outcomes, and learn from experience. You can see it in action when you get product recommendations or real-time language translations. Working on machine learning projects is one of the best ways to build your analytical skills, explore new too

Jaideep Khare

11 Feb 2025 | 54 min read

06 Feb 2025 | 20 min read

What is a Production System in AI? Types, Working, Examples, and More

Have you ever wondered how certain apps predict what you need and how machines figure out the next step without direct human input? Or you might have thought about designing AI solutions that reason like a human mind. If yes, a production system in AI holds your answers.

Pavan Vadapalli

06 Feb 2025 | 20 min read

06 Feb 2025 | 16 min read

Biological Neural Network and ANNs: Differences, Applications, and More

Imagine how the human brain handles a conversation or solves a puzzle. It’s powered by vast numbers of interconnected neurons that pass tiny signals to process information. This network of neurons is called the Biological Neural Network (BNN), and it adapts by changing the strength of connections as you learn new skills.

Pavan Vadapalli

06 Feb 2025 | 16 min read

06 Feb 2025 | 42 min read

Top 30 Raspberry Pi Projects for Students and Beginners in 2025

Raspberry Pi is a compact computer that brings coding and electronics to life. You can program it in Python, connect sensors for home automation or robotics, and even experiment with basic AI tasks. It’s simple enough if you’re starting, yet it can grow as you learn more advanced skills.

Kechit Goyal

06 Feb 2025 | 42 min read

Explore All Artificial Intelligence Blogs

Top 15 Deep Learning Frameworks You Need to Know in 2025

Have you ever wondered how AI handles massive data? Deep learning frameworks power AI development, enabling models for tasks like computer vision and natural language processing. The top deep learning frameworks provide tools to build, train, and scale complex neural networks. But which one is right for your next project? I

18 Feb 2025 | 12 min read

Image Classification in CNN: Everything You Need to Know

Introduction While going through the Facebook feed, have you ever wondered how the people in a group photo are automatically labelled by Facebook’s software? Behind every interactive user interface of Facebook you see, there is a complex and strong algorithm that is used to recognize and label each picture that is upload

18 Feb 2025 | 14 min read

House Price Prediction Using Machine Learning in Python

Introduction A key difficulty for buyers, sellers, and investors alike, the real estate market is a dynamic and ever-changing world, making precise home price forecasts difficult. Machine learning (ML) algorithms have recently become effective tools for analyzing massive volumes of data and making remarkably accurate property price predictions. This article delve

18 Feb 2025 | 8 min read

Generative AI vs Traditional AI: Understanding the Differences and Advantages

Introduction AI has emerged as a revolutionary force, revolutionizing different sectors and altering how people engage with technology in the modern world. This blog digs into the interesting realm of artificial intelligence, focusing on two main paradigms: Generative AI vs Traditional AI. In the AI landscape, Generative AI vs Machine Learning<

18 Feb 2025 | 9 min read

Feature Selection in Machine Learning: Everything You Need to Know

In the ever-evolving realm of machine learning, one critical aspect that can significantly impact model performance and efficiency is feature selection. Feature selection is the art and science of carefully curating these features to enhance model accuracy, reduce computational overhead, and improve interpretability. In the section below, we’ll discover the intricacies of feature selecti

18 Feb 2025 | 10 min read

Ensemble Methods in Machine Learning Algorithms Explained

Introduction Ensemble methods are particularly valuable when dealing with complex and diverse datasets, as they can handle various data patterns and improve generalization. By leveraging the collective intelligence of diverse models, ensemble methods can mitigate the limitations of individual algorithms and yield superior results in a wide range of applications.

18 Feb 2025 | 10 min read

Top 15 Humanoid Robots To Look For in 2024

The rapid technological development has brought a new era of innovation in the robotics field. Humanoid robots have captured the imagination of the scientific community and the general public. These robots resemble and mimic the appearance, behavior and functionality of human beings. As we move into 2024, the global humanoid robot market size reached USD 681.01 million in 2021-2022 and is antic

18 Feb 2025 | 10 min read

Coding vs Programming: Difference Between Coding and Programming

We often mix up the terms programming and coding and use them interchangeably to imply the same thing. Let’s get this out of the way right away: coding and programming are not the same. They’re pretty distinct. Despite both their objectives being common, they’re two different terms with separate meanings for a software engineer who works various real-world issues. Programming, generally

18 Feb 2025 | 7 min read

Mini-Max Algorithm in AI: Concepts, Examples & Use Cases [2025]

Have you ever predicted your opponent’s move in rock-paper-scissors and came out on top? It seems almost impossible, but what if you could calculate every possible outcome and make the perfect move every time? This is precisely what the minimax algorithm in AI does—it evaluates all potential moves and selects the best possible choice from all possible outcomes.

17 Feb 2025 | 19 min read

Artificial Intelligence in Pharmaceutical Industry: 14 Exciting Applications in 2025

Global healthcare challenges and demands require technological solutions and innovations to facilitate better provisions and streamline large-scale operations. The pharmaceutical industry is increasingly in need of such emerging technologies in its applications to be able to address the ongoing issues to tackle the operational as well as

17 Feb 2025 | 11 min read

Top 16 Deep Learning Techniques to Know About in 2025

In 2015, Facebook put deep learning technology — called DeepFace — into operations to automatically tag and identify Facebook users in photographs. Did you know this feature, which you likely used many times, is actually powered by deep learning techniques? Deep learning has become a cornerstone of modern AI, driving

17 Feb 2025 | 13 min read

Top 7 Career Options in Machine Learning & Cloud

Machine Learning is no more a buzzword – it is a living reality of our time that has given birth to numerous unique professions in the Data Science domain. From being a technology tha

17 Feb 2025 | 8 min read

Types of Machine Learning Algorithms with Use Cases Examples

All the innovative perks that you enjoy today – from intelligent AI assistants and Recommendation Engines to the sophisticated IoT devices are the fruits of Data Science, or more specifically, Machine Learning.

17 Feb 2025 | 8 min read

What is Artificial Intelligence? Working, Types and Training Models, AI vs Generative AI, and More

Have you ever wondered how your smartphone recognizes your voice commands or how Netflix seems to know exactly what you want to watch next? That's all thanks to Artificial Intelligence or AI. In simple terms, AI is about making machines think and act like humans. It involves creating computer systems that can handle t

17 Feb 2025 | 16 min read

CNN vs. RNN: Key Differences and Applications Explained

Neural networks are fundamental to Artificial Intelligence technologies, enabling their advancement and sophistication. The evaluation of such completed systems shows that complexity serves to direct how AI systems enable machines to learn and interact with environmental conditions.

17 Feb 2025 | 8 min read

What is BFS Algorithm? Breath First Search Algorithm Explained

BFS is a graph traversal technique to explore and analyse graphs. It systematically visits all the neighbouring vertices of a current vertex before moving on to the next level of vertices. Read on to learn about BFS. Understanding Graph Traversal Algorithm in Data Structure Graph traversal algorithms in data structures are essential techniques

17 Feb 2025 | 9 min read

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1.The above statistics depend on various factors and individual results may vary. Past performance is no guarantee of future results.

2.The student assumes full responsibility for all expenses associated with visas, travel, and related costs. upGrad does not provide any assurance or make representation...