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Trending Artificial Intelligence Blogs

21 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

21 Feb 2025 | 47 min read

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

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 Artificial Intelligence Stats You Should Know About in 2025

Artificial Intelligence (AI) is no longer just a futuristic concept—it’s a driving force behind innovations across industries today. In 2025, AI continues to transform the way we work, live, and interact with technology. From business operations to healthcare,

21 Jan 2025 | 8 min read

The Ultimate Guide To Top 20 RPA Tools And Which One To Choose in 2025

“Time is money” isn’t just a saying; it’s a reality you live every day. Think about how much of your valuable time is spent on mindless, repetitive tasks—filling spreadsheets, copying data, processing invoices. Now, what if you could delegate those tasks to a tireless digital assistant? That’s where RPA tools step in, transforming the wa

20 Jan 2025 | 19 min read

25+ TensorFlow Projects for Beginners to Explore Across Various Domains in 2025

TensorFlow is a leading open-source library for numerical computation and machine learning, enabling efficient deployment of AI models across platforms. It supports complex tasks such as neural network training, image recognition, and time-series analysis. This

20 Jan 2025 | 23 min read

Machine Learning Tools: A Guide to Platforms and Applications

Machine learning (ML) is a revolutionising technology that helps computers to learn from data and improve their performance without being explicitly programmed. Its ability to automate processes, uncover hidden insights, and drive innovation has made it a crucial tool for businesses and researchers alike.

20 Jan 2025 | 19 min read

AI-Driven Cybersecurity: How AI Helps Protect Your Data?

Think about the apps you use every day—ordering food, shopping online, or streaming movies. Ever wonder how your data stays safe while using them? Cyber threats like hacking and data leaks are more common than y

20 Jan 2025 | 11 min read

Gaussian Naive Bayes: Understanding the Algorithm and Its Classifier Applications

Gaussian Naive Bayes is a popular machine learning algorithm that excels in handling classification tasks, especially when working with continuous data. Based on Bayes’ theorem, it assumes that features follow a Gaussian (normal) distribution, making it simple yet highly effective for a variety of applications.

20 Jan 2025 | 26 min read

65+ Must-Know Artificial Intelligence Interview Questions and Answers for 2025

As artificial intelligence transforms industries, the demand for skilled professionals is higher than ever. In 2025, companies are actively seeking candidates who are proficient in deploying GPT models and are well-versed in frameworks like TensorFlow and PyTorch, along with expertise in neural networks, computer vision, and natural lang

17 Jan 2025 | 39 min read

What is Multicollinearity in Regression Analysis? Causes, Impacts, and Solutions

What if the data you use to make predictions hides a hidden connection? Multicollinearity is an essential issue in regression analysis. It happens when two or more predictors in a model are closely related. This connection can make it hard to see how each variable affects the outcome, leading to unreliable estimates and incorrect conclus

17 Jan 2025 | 20 min read

Top 30 Innovative Object Detection Project Ideas Across Various Levels

Think about building a system that can spot a missing face in a crowd, detect unsafe driving behaviors in real time, or even monitor crop health from a drone. It’s a technology transforming industries like healthcare, transportation, and retail by teaching machines to interpret the world visually.

17 Jan 2025 | 24 min read

32+ Exciting NLP Projects GitHub Ideas for Beginners and Professionals in 2025

Natural Language Processing (NLP), inspired by Alan Turing’s work in "Computing Machinery and Intelligence," is a crucial area of artificial intelligence. Turing’s vision of machines simulating human intelligence is now realized through NLP. By working on NLP p

17 Jan 2025 | 19 min read

GPT-4 vs ChatGPT: What’s the Difference?

Artificial Intelligence (AI) has revolutionized the way we interact with technology, making tasks like communication, problem-solving, and content creation easier than ever. Among the most notable advancements are OpenAI’s GPT-4 vs ChatGPT, two powerful AI models designed to process and generate human-like text.

16 Jan 2025 | 6 min read

Top 20 Uses of AWS: How Amazon Web Services Powers the Future of Cloud Computing

Amazon Web Services (AWS) is a cornerstone of modern cloud computing, enabling businesses to thrive in an era defined by rapid technological advancements. With the rise of artificial intelligence (AI), Internet of Things (IoT), and the growing demand for scalable cloud solutions, AWS has become essential for driving innovation and effici

16 Jan 2025 | 22 min read

18+ Deep Learning Projects on GitHub for Beginners and Experts

Have you studied deep learning but aren’t sure how to gain practical experience for your career? The best way to build the skills necessary for success is through hands-on projects. In fact, 65% of managers prioritize skills over formal education when hiring. By working on practical deep-learning projects, you’ll develop the essential sk

15 Jan 2025 | 19 min read

Breadth First Search Algorithm: Concepts, Applications, and Examples

The Breadth First Search (BFS) algorithm is a fundamental graph traversal technique used to explore nodes and edges systematically. BFS operates by visiting all nodes at the current depth level before moving to the next level. It is an essential tool in various applications like shortest path finding and level-order traversal.

15 Jan 2025 | 27 min read

Difference Between Linear and Logistic Regression: A Comprehensive Guide for Beginners in 2025

Linear and logistic regression are fundamental machine learning algorithms used for predictive modeling. Linear regression predicts continuous outcomes, such as sales or temperatures, using a linear relationship between variables. In contrast, logistic regression pre

13 Jan 2025 | 9 min read

Understanding Storage Virtualization: How It Works, Benefits, and Challenges

Storage virtualization is a modern storage management technique that combines all physical storage resources and presents them as a single unified system. In modern organizations, where data is stored across multiple platforms, storage virtualization serves as a solu

13 Jan 2025 | 18 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...