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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

Recursive Neural Networks: Transforming Deep Learning Through Hierarchical Intelligence

Did you know that India’s Comptroller and Auditor General (CAG) used machine learning to expose fake schools claiming scholarships with over 92% accuracy? Impressive, right? Now, imagine tackling even more complex, layered data—like analyzing family trees or parsing intricate sentences. This is where recursive neural networks (RvNNs) ste

13 Jan 2025 | 21 min read

The Future of IoT: 15 Applications, Challenges, and Best Practices for 2025

The Internet of Things (IoT) is changing the way you live, work, and interact with technology. As advancements like 5G, AI integration, and edge computing push IoT forward, its applications continue to grow across sectors such as healthcare, agriculture, and transportation.

13 Jan 2025 | 26 min read

What Is Digital Business? Key Concepts and How to Build It

Digital business refers to the integration of digital technologies into all aspects of a company’s operations. This transformation goes beyond just having an online presence—it’s about reshaping business models, improving customer interactions, and driving operational efficiency through technology.

10 Jan 2025 | 9 min read

AI vs. Human Intelligence: Key Differences & Job Impact in 2025

Over 80% of employers believe AI will change how companies function, and you’re likely seeing that shift already. Artificial intelligence is already powering chatbots, automating tasks, and sifting through massive data sets at lightning speed. But does that mean human intelligence is a lost glory? Absolutely not. Human intelligence shines through creativity and empa

10 Jan 2025 | 18 min read

25+ Best Data Migration Tools in 2025: Key Benefits and How to Select the Right One for Your Require

Data migration tools are specialized software designed to transfer data between different systems, formats, or environments. With growing reliance on digital transformation, selecting the right tool has become crucial if you’re aiming to streamline operations and reduce errors. In this blog, you’ll explore the top 25+

10 Jan 2025 | 16 min read

Everything You Need to Know About an Artificial Intelligence Degree: From Bachelor's to PhD

Imagine self-driving cars, like those from Tesla, cruising down highways, navigating traffic, and making real-time decisions for safety and efficiency. This technology is the result of AI engineers who are shaping the future with every line of code. AI’s contribution is not restricted to automation. From improving healthcar

06 Jan 2025 | 12 min read

How to Learn Artificial Intelligence: Steps to Get Started

Artificial Intelligence (AI) is used in hospitals to detect diseases, in online shopping to recommend products, and in apps like Google Maps to plan the best route. AI makes tasks easier, faster, and smarter. Learning AI can help you find exciting job opportunities in many fields.

06 Jan 2025 | 11 min read

Prompt Engineering Salary in India in 2025

Artificial intelligence is the real deal now. This advanced technology is used in automation, innovation, improved efficiency, personalized user experience, and more! Taking the world by a storm with its revolutionary tech advancements, AI extends its scope in almost all industries. Be it finance, healthcare, supply chain, or manufacturin

06 Jan 2025 | 9 min read

Prompt Engineering Jobs in 2025: Roles, Salaries, and Career Path

By 2025, nearly 90% of businesses around the world will rely on AI in some form, which means there will be a growing need for roles like prompt engineers. These professionals are responsible for helping AI systems understand and respond to commands correctly. The role is becoming especially important in industries like e-commerce, healthc

06 Jan 2025 | 8 min read

Random Forest Classifier: Key Insights, Techniques and Real-World Applications

Have you ever struggled with picking the right algorithm for a complex data problem? With so many options, it can be overwhelming. Enter the random forest classifier—a tool that stands out for its versatility and accuracy. Whether you're dealing with classification or regression tasks, this algorithm has proven to deliver reliable results across various industries.<

02 Jan 2025 | 16 min read

Comprehensive Guide to Subjective Probability

Have you ever faced a tough decision where the data didn’t give you all the answers? In those moments, your instincts, experience, and intuition step in to fill the gaps. This is where subjective probability comes into play—a way to assign likelihoods to events when hard numbers are missing or unreliable. From estimating th

02 Jan 2025 | 14 min read

Generalized Linear Models (GLM): Applications, Interpretation, and Challenges

Are you struggling to make sense of complex data with traditional statistical models? When datasets grow more diverse and nuanced, conventional approaches often fail to capture the full picture. This is where the generalized linear model (GLM) becomes a game-changer. GLMs offer the flexibility to handle different distributi

31 Dec 2024 | 14 min read

Assumptions of Linear Regression

Have you ever built a linear regression model, only to find your predictions falling flat? If your results seem off, the issue might not be with your data but with overlooked assumptions. Many analysts dive into regression without fully understanding the foundational rules that keep the model accurate and reliable. When these assumptions are ignored or violated, the

31 Dec 2024 | 17 min read

How to Use GitHub: A Beginner's Guide to Getting Started and Exploring Its Benefits in 2025

Ever felt overwhelmed managing projects, tracking changes, or collaborating with your team? Whether you’re a developer, designer, or someone managing non-code projects, staying organized can be a real challenge. That’s where GitHub comes in—it’s your all-in-one platform for version control, teamwork, and project management.

31 Dec 2024 | 13 min read

5 Applications of Natural Language Processing for Businesses

Mankind has reached its peak of evolution and discovery. The consumer today looks for luxury and sophistication in the product and how it could benefit him or her in their daily life. To sustain and stay at the top of the market and give absolute comfort to the consumers, business organisations are using different strategies and technologies. Natural Language Processing or NLP is on

30 Dec 2024 | 7 min read

Difference Between IoT and AI: Which is Better?

As the tech space rapidly evolves, new trends and machines that assist humans are being developed. The size of the global industrial AI automation market is projected to grow to USD 441.7 billion. Many industries and domains are switching to AI automation to enhance work performance and results in several folds. As a result, employers look for candidates with the

30 Dec 2024 | 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...