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.
In this article, we will learn how to remove duplicates from a list in Python. We have a list of names that contains duplicate entries, and our goal is to remove these additional names efficiently. While one approach could be to iterate through the list multiple times and check the frequency of each name, this…
I have come to see that most new Python programmers have a hard time figuring out the *args and **kwargs magic variables. So what are they?First of all, let me tell you that it is not necessary to write *args or **kwargs specifically. Only the * (asterisk) is necessary. You could also write *var and…
In this article, we will explore the role of prompt engineers in the field of AI technology. Prompt engineers play a crucial role in enabling AI models to generate relevant output based on user input. We will discuss the basics of prompt engineering, its importance, and the steps and skills required to become a proficient…
In 2021, when it comes to natural language processing tasks, most people turn to Hugging Face for solutions. However, did you know that Hugging Face now also offers image-related solutions? Yes, you heard it right! The popular Transformers library can now help you classify images as well. In this blog post, I will show you…
Image classification is a fascinating field of machine learning that involves teaching a computer to recognize and categorize objects or patterns within images. In this article, we will walk through the process of building a classification model using the VGG19 architecture for image recognition. We’ll start from importing the necessary libraries and proceed step by…
Data science is the art of discovering patterns and hidden gems within vast data oceans. Think of it as being a detective of the digital age, unraveling mysteries using numbers, algorithms, and technology. Just like a detective needs the right tools, data scientists in 2024 also rely on a toolkit of powerful programming languages to…
Are you curious about how machines can learn to understand and generate images? In this blog post, we’re going to delve into the fascinating world of Autoencoders using PyTorch, and we’ll explain this concept in simple terms. Autoencoders are a type of artificial neural network that can compress data and then reconstruct it. This article…
Artificial intelligence (AI) has gained significant popularity in recent years, with applications ranging from robots serving food in restaurants to self-driving cars. AI is now a part of our day-to-day lives, and professionals across the globe are both excited and concerned about its impact. According to a Gartner study, AI is an emerging field that…
In this blog post, we will discuss the concept of multicollinearity in machine learning models. This is a common problem that data scientists encounter when fitting a machine learning model. We will explore what multicollinearity is, why it is a problem, and how to address it. So, let’s dive in! What is Multicollinearity? Multicollinearity refers…
In our fast-changing world, new ideas are really important for making progress. One big idea that’s changing things a lot is called artificial intelligence, or AI for short. AI isn’t just something for the future; it’s already making big changes in the world, and it’s doing it with a level of accuracy that used to…
In today’s digital world, images play an important role in various applications, from medical imaging to self-driving cars. However, images are often corrupted by noise during transmission or storage, which can hinder the performance of image processing algorithms. In this blog post, we will explore how to use autoencoders to denoise images. We will implement…
Data science has become an essential field for many industries, as companies deal with an abundance of data on a daily basis. Aspiring IT professionals looking for a long-lasting career should consider data science as their landing spot. In this article, we will discuss the top 5 best data science certifications for 2024. 1. Post…