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How to Learn Math for Data Science: A Roadmap for Beginners

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By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on June 12, 2025 in Data Science Image by Author | Ideogram You dont need a rigorous math or computer science degree to get into data science. Well, most people approach data science math backwards.

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Most Frequently Asked NLP Interview Questions

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Combining computational linguistics […].

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NotebookLM + Deep Research: The Ultimate Learning Hack

KDnuggets

Step 1: Choose a Topic To we will start by selecting a topic within the fields of AI, machine learning, or data science. She holds a Masters degree in Computer Science from the University of Liverpool. Overview of the Workflow To make the most of modern AI tools, we will combine deep research with interactive note-taking.

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Autocorrect Feature using NLP in Python

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Getting Started With… Natural Language Processing (NLP) is the field of artificial intelligence that relates lingual to Computer Science. I am assuming that you have understood the basic concepts of NLP. So we will move ahead.

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7 steps to master large language models (LLMs) 

Data Science Dojo

Large language models (LLMs) have revolutionized the field of natural language processing (NLP), enabling machines to generate human-quality text, translate languages, and answer questions in an informative way. Here’s a list of YouTube channels that can help you stay updated in the world of large language models.

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A Guide to Choose the Best Data Science Bootcamp

Data Science Dojo

Data science bootcamps are intensive short-term educational programs designed to equip individuals with the skills needed to enter or advance in the field of data science. They cover a wide range of topics, ranging from Python, R, and statistics to machine learning and data visualization.

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Growing Demand for Data Science & Data Analyst Roles

Smart Data Collective

Unleash your analytical prowess in today’s most coveted professions – Data Science and Data Analytics! As companies plunge into the world of data, skilled individuals who can extract valuable insights from an ocean of information are in high demand.