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Dummy Variable Trap in Machine Learning Explained Simply
Learn what the dummy variable trap is, why it causes multicollinearity, and how to avoid it using pandas and scikit-learn examples.
Janvi Kumari 06 Jan, 2026
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30 Best Data Science Books to Read in 2026
Explore 30 data science books for 2025, covering topics from math to machine learning, perfect for beginners & professionals alike.Read Now!
Aayush Tyagi 06 Jan, 2026
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What is F1 Score in Machine Learning?
Learn what the F1 score is, how it is calculated, when to use it, and how it compares to accuracy, with clear formulas and Python examples.
Janvi Kumari 30 Dec, 2025
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What is SoftPlus Activation Function?
Learn about the Softplus activation function. This guide covers its formula, benefits, trade-offs, and how to implement it in PyTorch.
Janvi Kumari 12 Dec, 2025
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GPU vs TPU: What’s the Difference?
A complete comparison of GPUs vs TPUs for AI/ML. This guide covers architecture, performance and cost for your deep learning needs.
Vipin Vashisth 28 Nov, 2025
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Crash Course to Crack Machine Learning Interview – Part 2: Linear Regression
This is an expert guide on linear regression interview questions along with essential linear regression concepts and terminologies.
Karun Thankachan 07 Nov, 2025
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How to Run your ML Notebook on Databricks?
Learn how to run your ML notebook on Databricks with our guide. We'll cover the Free Edition, cluster setup, and experiment tracking.
Janvi Kumari 16 Oct, 2025
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Tips for Building ML Models that Solve Real Problems
Learn the core principles for building ML models that deliver impact. Our guide covers model deployment, and measuring what matters.
Vipin Vashisth 11 Sep, 2025
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Beyond AUC and RMSE: How to Align Offline Metrics with Real-World KPIs
Why do top offline metrics not guarantee success? Our guide compares offline and online metrics to align your models with real-world KPIs.
Madhura Raut 31 Aug, 2025
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How Dentsu Uses Generative Machine Learning to Transform Customer Service?
Explore how Dentsu uses Generative Machine Learning to transform customer experience. Get details of their approach combining GenAI and ML.
Dentsu Global Services (DGS) 30 Aug, 2025
