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Regularization Techniques: Methods like L1 (Lasso) and L2 (Ridge) regularization to prevent overfitting.
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k-Nearest Neighbors (k-NN): A simple, instance-based learning algorithm for classification.
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Decision Trees: A model that uses a tree-like graph of decisions and their possible consequences.
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Logistic Regression: Used for binary classification problems.
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Linear Regression: Predicting a continuous outcome based on one or more input features.
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Posted inInterview help artificial_intelligence

AI Agent vs Agentic AI: Top 10 Interview Q&A (Accenture Experience)

🌟 My Gen AI Interview Experience at Accenture Last week, I interviewed for a Generative AI Specialist role at Accenture, and the discussion turned into an in-depth conversation on “AI…
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Posted by Ritesh Sinha August 8, 2025
Posted inInterview help

Top 21 Generative AI Engineer Interview Questions and Answers

Generative AI has exploded in popularity, powering innovations like ChatGPT, MidJourney, and autonomous agents. As companies race to adopt this technology, the demand for skilled Generative AI Engineers is at an all-time…
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Posted by Ritesh Sinha August 8, 2025
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Switch from Non-IT to IT Career in 2025 (Step-by-Step Guide)

Learn how to switch from Non-IT to IT career in 2025. A complete roadmap with skills, certifications, and tips to start your IT journey. Introduction Have you been working in…
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Posted by Ritesh Sinha August 8, 2025
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Best 10 Certifications for Career Switch to Data Science

Discover the top 10 certifications to switch your career to data science. Learn which courses boost your skills, resume, and job chances in 2025. 🎯 Top 10 Certifications for Career…
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Posted by Ritesh Sinha August 8, 2025
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Posted inInterview help artificial_intelligence

Top 18 Data Science GEN AI Real Interview Questions Asked in Microsoft

Machine Learning interviews often span from conceptual understanding to hands-on coding implementations. Whether you're just starting out or already working in data science, having a strong command of ML fundamentals,…
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Posted by Ritesh Sinha August 8, 2025
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How does Node splits in Decision Tree for Classification and Regression

🧠 Part 1: Decision Tree – Classification 🔍 How does a node split happen? In classification trees, node splitting is done based on purity. The goal is to reduce impurity…
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Posted by Ritesh Sinha August 8, 2025
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Posted inTechnology

The AI Revolution in 2023: A Year in Recap

Introduction As we bid farewell to yet another eventful year, it is essential to reflect on the significant advancements that have shaped our lives. In 2023, the world witnessed a…
Posted by Ritesh Sinha December 14, 2023
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How to Find Your IP Address in Windows and Mac Systems

Knowing your IP address can be useful for various reasons, such as troubleshooting network issues or setting up a remote connection. In this step-by-step guide, we will show you how…
Posted by Ritesh Sinha December 11, 2023
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Google Gemini: Unleashing the Power of ChatGPT in Artificial Intelligence and Machine Learning

Introduction Artificial Intelligence (AI) and Machine Learning (ML) have revolutionized the way we interact with technology. From voice assistants to recommendation systems, AI has become an integral part of our…
Posted by Ritesh Sinha December 8, 2023
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Posted inTechnology

7 Types of Artificial Intelligence That You Should Know in 2024

Introduction Artificial Intelligence (AI) has rapidly evolved over the years, transforming various industries and impacting our daily lives. As we look ahead to 2024, it is essential to understand the…
Posted by Ritesh Sinha December 7, 2023
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Posted inInterview help

Artificial Intelligence in Cars: Examples of AI in the Auto Industry

Introduction Artificial Intelligence (AI) has revolutionized various industries, and the automotive sector is no exception. With advancements in AI technology, cars are becoming smarter, safer, and more efficient. In this…
Posted by Ritesh Sinha December 7, 2023
Posted inartificial_intelligence

What are top AI developer skill you need to crack interview

To excel in an AI developer interview, you should have a strong foundation in both AI and software development. Here are some top skills and knowledge areas to focus on:…
Posted by Ritesh Sinha November 4, 2023
Posted inInterview help

What are the best practice for monitoring the performance of a deployed ML model

Monitoring the performance of a deployed machine learning (ML) model is crucial to ensure it continues to function effectively and to detect any issues or degradation in its performance. Here…
Posted by Ritesh Sinha November 4, 2023
Posted inartificial_intelligence

What is Google Cloud Auto ML- GCP

AutoML, or Automated Machine Learning, is a set of machine learning tools and techniques that allow users, even those with limited machine learning expertise, to build, train, and deploy machine…
Posted by Ritesh Sinha October 30, 2023
Posted inInterview help

New GCP Professional Machine Learning Engineer Certificate Exam

The new Professional Machine Learning Engineer exam will be live starting November 20. If you plan to take the Machine Learning Engineer exam on or after November 20, please review…
Posted by Ritesh Sinha October 30, 2023
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Top 10 ways to learn data science from scratch and free

Embarking on a journey to learn data science from scratch can be both exciting and rewarding, especially when access to valuable resources comes at no cost. In this article, we…
Posted by Ritesh Sinha October 26, 2023

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  • AI Agent vs Agentic AI: Top 10 Interview Q&A (Accenture Experience)
  • Top 21 Generative AI Engineer Interview Questions and Answers
  • Switch from Non-IT to IT Career in 2025 (Step-by-Step Guide)
  • Best 10 Certifications for Career Switch to Data Science
  • Top 18 Data Science GEN AI Real Interview Questions Asked in Microsoft
Read more: Top 10 ways to learn data science from scratch and free
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