article thumbnail

Natural Language Processing to Detect Spam Messages

Analytics Vidhya

To detect spam users, we can use traditional machine learning algorithms that use information from users’ tweets, demographics, shared URLs, and social connections as features. […]. The post Natural Language Processing to Detect Spam Messages appeared first on Analytics Vidhya.

article thumbnail

Transforming PDFs: Summarizing Information with Transformers in Python

Analytics Vidhya

Introduction Transformers are revolutionizing natural language processing, providing accurate text representations by capturing word relationships. Extracting critical information from PDFs is vital today, and transformers offer an efficient solution for automating PDF summarization.

Python 290
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

The Resume Parser for Extracting Information with SpaCy’s Magic

Analytics Vidhya

By automating the initial screening of resumes using SpaCy‘s magic , a resume parser acts as a smart assistant, leveraging advanced algorithms and natural language processing techniques […] The post The Resume Parser for Extracting Information with SpaCy’s Magic appeared first on Analytics Vidhya.

article thumbnail

Decoding Glassdoor: NLP-driven Insights for Informed Decisions

Analytics Vidhya

Introduction In today’s challenging job market, individuals must gather reliable information to make informed career decisions. Glassdoor is a popular platform where employees anonymously share their experiences. However, the abundance of reviews can overwhelm job seekers.

NLP 352
article thumbnail

AI courses to boost your skills and stay ahead

AI News

With a practical look at AI trends, this course prepares leaders to develop a culture that supports AI adoption and equips them with the tools needed to make informed decisions. ‘Prompt engineering’ is essential for situations in which human intent must be accurately translated into AI output.

article thumbnail

Gemma 2B vs Llama 3.2 vs Qwen 7B: Which Model Extracts Better?

Analytics Vidhya

Entity extraction, also known as Named Entity Recognition, is a crucial task in natural language processing that focuses on identifying and classifying key information from unstructured text. The primary goal […] The post Gemma 2B vs Llama 3.2 vs Qwen 7B: Which Model Extracts Better?

article thumbnail

Boost your ROI: The impact of chatbots on marketing

AI News

AI chatbots can understand and process natural language, enabling them to handle complex queries and provide relevant information or services. The importance of chatbots in marketing Chatbots have become an essential component in modern marketing strategies. Chatbots play a crucial role in improving customer engagement.

Chatbots 281