Author: Naveen

Naveen Pandey has more than 2 years of experience in data science and machine learning. He is an experienced Machine Learning Engineer with a strong background in data analysis, natural language processing, and machine learning. Holding a Bachelor of Science in Information Technology from Sikkim Manipal University, he excels in leveraging cutting-edge technologies such as Large Language Models (LLMs), TensorFlow, PyTorch, and Hugging Face to develop innovative solutions.

Naveen Pandey
July 11, 2023November 16, 2025

How to get internship into Data Science

In today’s IT industry, data science has become a prominent buzzword. With many job opportunities and lucrative salaries, this is an exciting field to explore. If you want to start your career in data science, securing an internship is a great starting point. In this article, I’ll cover some valuable tips and tricks to help…

Naveen Pandey
July 5, 2023November 16, 2025

Precision, Recall & F1: Understanding the Differences Easily Explained for ML

When it comes to evaluating the performance of our machine learning models, two main metrics are considered: precision and recall. These metrics are the basis for evaluating the effectiveness and reliability of the model’s prediction. In this article, we will discuss the complexities of precision and recall, their significance, and how they are used in…

Naveen Pandey
July 4, 2023December 12, 2024

The Differences between Sigmoid and Softmax Activation function?

In the field of neural networks, activation functions play an important role in transforming linear output into nonlinear, allowing models to learn complex patterns efficiently. Two commonly used activation functions are the Sigmoid and Softmax functions. In this article, we will be looking at the differences between these two activation functions and their respective use…

Naveen Pandey
July 4, 2023December 12, 2024

Day 4: Exploring the Fundamentals of Artificial Neural Networks

Artificial neural networks (ANN) have revolutionized the field of artificial intelligence, enabling computers to perform complex tasks such as image recognition, natural language processing, and speech synthesis. ANNs are designed to mimic the structure and function of the human brain, allowing machines to learn from data and make intelligent decisions. In this article, we will…

Naveen Pandey
July 3, 2023November 16, 2025

Brain Tumor Detection using Support Vector Machine

Brain tumor detection plays an important role in diagnosing and treating brain-related diseases. With advancements in machine learning and image processing techniques, it is now possible for us to automate the process of tumor detection using computer algorithms. In this article, we will look at the code implementation that uses machine learning models to detect…

Naveen Pandey
June 28, 2023December 12, 2024

From Zero to Hero: The Ultimate PyTorch Tutorial for Machine Learning Enthusiasts

Machine learning has revolutionized a number of industries, from healthcare to finance, by allowing computers to learn from data and make intelligent predictions. PyTorch, a popular open source machine learning framework, has gained significant traction among researchers and practitioners due to its flexibility and ease of use. In this comprehensive tutorial, we’ll take you from beginner…

Naveen Pandey
June 27, 2023December 12, 2024

Day 3: Deep Learning vs. Machine Learning: Key Differences Explained

In the world of artificial intelligence, two terms often mentioned are “deep learning” and “machine learning.” Both technologies play significant roles in the development of intelligent systems, but what sets them apart? In this article, we will delve into the key differences between deep learning and machine learning, exploring their applications, methodologies, and unique characteristics.…

Naveen Pandey
June 22, 2023November 16, 2025

Retrieving Dictionary Keys and Values in Python

Python is a versatile and powerful programming language that provides many ways to retrieve keys and values from dictionaries. Dictionaries are a fundamental data structure in Python, allowing you to store key-value pairs for efficient lookup and manipulation. In this article, we will see different methods to retrieve keys and values from dictionaries with code…

Naveen Pandey
June 19, 2023December 12, 2024

Day 2: 14 Types of Neural Networks and their Applications

1 – Introduction to Neural Networks Artificial intelligence has changed drastically because of neural networks, which are now an important part of various applications. They can be used to solve complex problems and make predictions by mimicking the structure and functioning of the human brain. So, in this article, we will talk about different types…

Naveen Pandey
June 13, 2023December 12, 2024

Day 1: Introduction to Deep Learning: Understanding the Basics

Welcome to this Deep Learning Course! Today is the beginning of our course and in this first article we will be talking about basics of Deep Learning. So, Let’s get started. Deep learning, is a subfield of machine learning that focuses on algorithms inspired by the structure of the human brain called which is an…

Naveen Pandey
June 12, 2023November 16, 2025

How to Enhance Images Using Python

Image enhancement is one of the important steps in number of applications, including computer vision and image processing. It will help you to improve the quality of an image by adjusting its brightness, contrast and sharpness. Python, a versatile programming language, that provides a number of libraries to perform image enhancement tasks. In this article,…

Naveen Pandey
June 9, 2023November 16, 2025

A Comprehensive Guide on Hyperparameter Tuning

Hyperparameter tuning is an important step in the machine learning pipeline, as it can significantly impact the performance of your Machine learning model. In this article, we will talk about what is hyperparameter tuning, its importance, how it works, popular techniques, its impact on model performance, and how we can choose the right hyperparameters for…