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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

How AI is Transforming Digital Marketing?

It was just a matter of a few years ago when people were sceptical about the use of Artificial Intelligence (AI). But now, the use of AI has become a part of our everyday life. With the help of smart devices, self-driving cars, driverless trains, etc., AI has a massive impact on our life. The main cause of using AI in digital marketing is for it to become more user

30 Dec 2024 | 8 min read

How Random Forest Algorithm Works in Machine Learning?

Random forest is a supervised machine learning algorithm which can be used in both Classification and Regression problems in Machine Learning. This simple yet versatile algorithm produces good results even without hyper-parameter tuning.

30 Dec 2024 | 4 min read

Machine Learning for Java Developers

Machine Learning in Java: Machine learning has taken over the industry and is rising at a rapid rate. Machine learning gives algorithms a chance to learn and grow without being further programmed. It sets its own parameters by using sample data so that it can perform a specific task on similar data. Machine learning is a trained algorithm that is used for a particular

30 Dec 2024 | 10 min read

How Does Spotify Use Machine Learning Models To Recommend Music?

Spotify is one of the leading music apps which uses smart predictions and recommendation to its users. Gone are the days when we used to manually search, download and curate our playlists to suit our taste. The current era of Machine Learning and Data Science has made it possible for apps like Spotify to understand the taste and likings of the users and accord

30 Dec 2024 | 6 min read

Top 5 Exciting Java Web Based Projects & Topics for Beginners [2024] | upGrad blog

In deep learning with Keras, you don’t have to code a lot, but there are a few steps on which you need to step over slowly so that in the near future, you can create your models. The flow of modelling is to load data, define the Keras model, compile the Keras model, fit the Keras model, evaluate it, ti

30 Dec 2024 | 6 min read

Learning Artificial Intelligence & Machine Learning – How to Start

According to a report by the global research and advisory firm, Gartner, Artificial Intelligence will create 2.3 million jobs by 2020. The report further maintains that starting from 2020, various sectors, including healthcare, education, and the public sector will witness a rapidly escalating job demand in AI and related tech

30 Dec 2024 | 4 min read

Neural Network Model: Brief Introduction, Glossary & Backpropagation

If you’re a software engineering enthusiast trying to get an understanding of how neural networks work, you’re in the right place.

30 Dec 2024 | 7 min read

Quicksort Algorithm Explained [With Example]

Quick Sort is based on the concept of Divide and Conquer algorithm, which is also the concept used in Merge Sort. The difference is, that in quick sort the most important or significant work is done while partitioning (or dividing)&nb

30 Dec 2024 | 5 min read

How to Create Perfect Decision Tree | Decision Tree Algorithm [With Examples]

If you were wondering ‘how to create a decision tree’ or ‘can I create a decision tree in Java,’ you’ve come to the right place. In this article, we’ll find answers to such questions as we’ll be discussing decision trees in detail. You’ll find out what they are, why they are so popular, and how you can create one of them. Before you create a decision tree, you must be familiar with

30 Dec 2024 | 5 min read

Regression Vs Classification in Machine Learning: Difference Between Regression and Classification

Introduction In solving data science problems, having the right approach is of critical importance and can often mean the difference between jumbling up and coming up with the right solution. In the beginning, data scientists often tend to confuse between the two – unable to figure out the small technical details that are important to attack the problem with the right

30 Dec 2024 | 7 min read

Introduction to Natural Language Processing

Every business today deals with mountains of unstructured data—customer feedback, medical records, financial reports, you name it. Going through all this information by hand is time-consuming, expensive, and, let’s be honest, easy to mess up. But with natural language processing (NLP), this unstructured data turns into something you can actual

30 Dec 2024 | 16 min read

What makes a Good Machine Learning Engineer – Qualities & Skills

The inclusion of Machine Learning (ML) in mainstream technological applications has made this branch of Data Science, one of the hottest career options right now. As the interest in ML is increasing by the day, it is giving rise to a growing number of job opportunities in the field, with Machine Learning Engineer being one of the most promising jobs.

30 Dec 2024 | 4 min read

Top 7 Open Source Deep Learning Libraries You Can Try Today

Deep Learning is a subset of Machine Learning that focuses on teaching and training computers to do something that comes naturally to humans – learn through examples and experience. It seeks to imitate the functioning of the human brain, particularly how it processes data and creates neural patterns for making decisions. Deep Learning involves algorithms that are inspired by the structur

30 Dec 2024 | 6 min read

How To Integrate Artificial Intelligence Into Our Education System

Artificial intelligence is a technology that gives machines the ability to interact with humans, understand events, learn and react to events the same way humans do.

27 Dec 2024 | 5 min read

12+ Machine Learning Applications Enhancing Healthcare Sector 2024

The ever increasing population of the world has put tremendous pressure on the healthcare sector to provide quality treatment and healthcare services. Now, more than ever, people are demanding smart healthcare services, applications, and wearables that will help them to lead better lives and prolong their lifespan. By 2025, Artificial Intelligence in the healthcare sector is projected to

27 Dec 2024 | 17 min read

Top Real Life Deep Learning Applications Across Industries

The world is slowly turning into a holistically connected sphere. With the power of the internet and connected apps, the limitations that existed earlier are slowly being reconfigured – and a big part of this reason is Deep Learning. It is res

27 Dec 2024 | 5 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...