@nischalbaidar

Nischal Baidar

@nischalbaidarJoined July 2024

B.E Computer Engineering, Learning ML, AI, Quantum Computing and HPC.

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Nischal Baidar's blogs

Untitled Publicationnischalbaidar.hashnode.dev31 posts

Split Your Dataset for Training, Validation and Testing: Using split-folders

When training machine learning models, especially for image classification, it’s important to split your dataset into training, validation, and test sets. Instead of writing manual scripts to shuffle and copy files, you can use a simple yet powerful ...

Oct 6, 2025 · 2 min readnischalbaidar.hashnode.dev

Comparing ML Classifiers for Sonar Data: Which One Works Best?

Introduction: In the world of machine learning, selecting the right model for your dataset can often feel like a game of trial and error. For this blog, I’m diving into the Sonar rock vs mine classification problem, where I tested various machine lea...

Apr 19, 2025 · 3 min readnischalbaidar.hashnode.dev

🧠 Prompt Engineering: The Art of Talking to AI

What is Prompt Engineering? In simple terms, prompt engineering is the art of crafting effective inputs—or prompts—to guide an AI model toward producing useful and relevant outputs. Unlike traditional programming, where you write code to give instruc...

Apr 14, 2025 · 4 min readnischalbaidar.hashnode.dev

Day 16 - Univariate Exploratory Data Analysis (EDA) in Python

Exploratory Data Analysis (EDA) is a critical step in any data analysis or data science project. It helps us understand the underlying patterns, spot anomalies, and check assumptions about the data before we dive deeper into modeling. What is Univari...

Oct 20, 2024 · 1 min readnischalbaidar.hashnode.dev

Day 15 - Understanding Your Data by Asking Questions

When working with data, the first step to making sense of it is to ask the right questions. These questions guide your exploration and help you gather insights before diving into any analysis or modeling. How Big is the Data? Check the number of ro...

Oct 19, 2024 · 2 min readnischalbaidar.hashnode.dev

Nischal Baidar

About

Available for

Nischal Baidar's blogs

Split Your Dataset for Training, Validation and Testing: Using split-folders

Comparing ML Classifiers for Sonar Data: Which One Works Best?

🧠 Prompt Engineering: The Art of Talking to AI

Day 16 - Univariate Exploratory Data Analysis (EDA) in Python

Day 15 - Understanding Your Data by Asking Questions

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Nischal Baidar

About

Available for

Nischal Baidar's blogs

Split Your Dataset for Training, Validation and Testing: Using split-folders

Comparing ML Classifiers for Sonar Data: Which One Works Best?

🧠 Prompt Engineering: The Art of Talking to AI

Day 16 - Univariate Exploratory Data Analysis (EDA) in Python

Day 15 - Understanding Your Data by Asking Questions