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NumPy

Data Science with Python: Numpy

2 Comments | Data Science, Data Science with Python, Machine Learning | Nidhi Bansal | August 16, 2024

This is the 5th article in the ‘Data Science with Python’ series. In this article, we will learn about Arrays and the NumPy library of Python. Table of Contents Introduction […]

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Meta’s Llama 3.1 Unique Feature

3 Comments | Data Science, Generative AI, Machine Learning | Nidhi Bansal | July 25, 2024

Exploring the performance of Meta Llama 3.1, released this week, has much buzz. I have tried my hands on it and was amazed by its performance. Key Observations I have

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Feature Scaling

Feature Scaling: Normalization vs Standardization

3 Comments | Data Science with Python, Machine Learning | Nidhi Bansal | July 24, 2024

Data Pre-processing is the first and crucial step in Machine Learning. Unfortunately, it is the most ignorant one. Feature scaling is one of the data pre-processing tasks. Let’s understand feature

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Generative AI Fundamentals

Fundamentals of Generative AI

4 Comments | Artificial Intelligence, Data Science, Generative AI, Machine Learning | Nidhi Bansal | July 16, 2024

In this article, we will set a strong foundation with the fundamentals of Generative AI. Generative AI is Generative Artificial intelligence, the innermost sub-field of Artificial Intelligence. The Venn diagram

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Python Functions

Data Science with Python: Functions

1 Comment | Data Science, Data Science with Python | Nidhi Bansal | July 6, 2024

Till now we have learned foundational topics of Data Science and basic data types and data structures of Python. Now, we are moving to basic Python functions. What is a

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Data Structures

Data Science with Python: Basic Data Structures

4 Comments | Data Science, Data Science with Python | Nidhi Bansal | July 6, 2024

In the previous article, we dive into the details of Data Types in Python. Now, let’s move to basic data structures in Python. Data Structures are building blocks for a

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Basic Data Types

Data Science with Python: Basic Data Types

4 Comments | Data Science, Data Science with Python | Nidhi Bansal | June 11, 2024

In previous articles, we have established the foundation of Data Science while learning linear algebra, Coordinate Geometry, Planes, and Matrices. In this article, we will learn about basic data types in

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Matrices

Foundations of Data Science: Matrix and Matrices

2 Comments | Data Science, Foundations of Data Science | Nidhi Bansal | June 3, 2024

The next topic to learn is Matrices, to set up a strong foundation for Data Science. We have learned Linear Algebra, Coordinate Geometry, and Planes in previous articles. Introduction to Matrices

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Planes

Foundations of Data Science: Planes

2 Comments | Data Science, Foundations of Data Science | Nidhi Bansal | May 31, 2024

We are setting up the foundation of Data Science with a brief introduction to Planes. This is the third article in the Data Science Foundation series. We have learned about

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