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25 Jul 2025 | 20 min read
The Dependency Parsing in NLP Secret That Every Language AI Engineer Should KnowDid You Know? Dependency parsing in NLP achieved remarkable advancements, with leading models attaining an impressive Labeled Attachment Score (LAS) of up to 96.61. This metric signifies the models' ability to accurately identify both the syntactic structure and the grammatical relationships between words in a sentence. Dependency Parsing in NLP is a critical task that involves constructing a tree
25 Jul 2025 | 20 min read
18 Jul 2025 | 10 min read
What is a Production System in AI? Types, Working, Examples, and MoreDid You Know? AI is projected to boost global GDP by 26% or $15.7 trillion by 2030, transforming how machines think, act, and solve problems. Have you ever wondered how machines make decisions without direct instructions or how apps anticipate your next move? Production systems, which are AI models based on if-then rules that simulate human reasoning, frequently hold the solution. These systems an
18 Jul 2025 | 10 min read
18 Jul 2025 | 23 min read
Top 30+ Artificial Intelligence Project Ideas To Try in 2025Did You Know? The Artificial Intelligence market is growing at a CAGR of 35.9% and is expected to reach USD 1.81 trillion by 2030! As budding students and tech professionals, working on AI projects is a highly beneficial experience for you. AI projects can include simple creations like chatbots and recommendation systems to advanced projects like language translation models and vehicle detection s
18 Jul 2025 | 23 min read
02 Jul 2025 | 60 min read
50 IoT Projects for 2025 to Boost Your Skills (With Source Code)Did You Know? IoT Can Predict Heart Attacks Before They Happen! In 2025, wearable IoT devices are revolutionising heart health by predicting cardiac events months in advance! These devices can detect irregularities and predict potential heart attacks hours before symptoms appear. The Internet of Things (IoT) refers to a network of interconnected physical devices embedded with sensors, software, an
02 Jul 2025 | 60 min read
10 Jun 2025 | 48 min read
18 Types of Regression in Machine Learning You Should Know [Explained With Examples]Did You Know? According to Fortune Business Insights, the global machine learning market is expected to grow from USD 47.99 billion in 2025 to USD 309.68 billion by 2032, growing at a CAGR of 30.5%. Regression in machine learning is a fundamental technique used to model the relationship between a target variable and one or more input features. Unlike classification, which predicts categories, regr
10 Jun 2025 | 48 min read
06 Jun 2025 | 23 min read
Basic CNN Architecture: A Detailed Explanation of the 5 Layers in Convolutional Neural NetworksDid You Know? Convolutional Neural Networks (CNNs) can boost model performance by up to 20% and have achieved 95.65% accuracy in detecting heart disease from sound signals. What makes CNNs the backbone of modern computer vision and deep learning systems? These networks are widely used to process visual data across applications like image recognition, object detection, and medical diagnostics. Unli
06 Jun 2025 | 23 min read
28 May 2025 | 27 min read
Exciting 40+ Projects on Deep Learning to Enhance Your Portfolio in 2025Deep 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. Deep Learning powers innovations like self-driving cars, voice assistants, and medical diagnostics. By using neural networks to process vast amounts of data, it enables
28 May 2025 | 27 min read
27 May 2025 | 41 min read
Top 29 MATLAB Projects to Try in 2025 [Source Code Included]Did you know? Toyota uses MATLAB and Simulink to design and test hybrid engines—simulating performance and control systems before hitting the road! You may have heard about MATLAB through course assignments or from seniors who rave about its versatility in tackling complex computations. It offers a hands-on approach to areas like signal processing, data analysis, and more. MATLAB stands out as a t
27 May 2025 | 41 min read
27 May 2025 | 59 min read
Top 35 Linear Regression Projects in Machine Learning With Source CodeLatest update: Statista projects the global machine learning market to reach US$105.45 billion by 2025, with the United States leading at US$30.62 billion. 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 optim
27 May 2025 | 59 min read
26 May 2025 | 54 min read
Top 48 Machine Learning Projects [2025 Edition] with Source CodeDid you know? Google’s Smart Compose feature in Gmail uses machine learning to predict and complete your sentences—helping you write emails faster and reduce typing time by up to 20%! Machine learning isn't just hype. It's how Netflix predicts your next binge, how banks detect fraud, and how hospitals flag health risks—before they happen. ML trains machines to learn from data, recognize patterns,
26 May 2025 | 54 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...