TF-IDF Courses and Certifications

Advanced NLP with Python for Machine Learning

277 ratings at LinkedIn Learning

Build upon your foundational knowledge of natural language processing (NLP) by exploring more complex topics such as word2vec, doc2vec, and recurrent neural networks.

• LinkedIn Learning
• 2-3 hours
• On-Demand
• Free Trial Available

National Tsing Hua University

Recommender Systems in Python

Learn what recommender systems are, why they’ve become so popular, and how AI could help you implement your own.

• FutureLearn
• 6 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)

Processing Text with Python Essential Training

45 ratings at LinkedIn Learning

Learn the essential techniques for cleansing and processing text in Python. Discover how to convert text to a form that's ready for analytics and predictions.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Natural Language Processing in JavaScript with Natural

41 ratings at egghead.io

In this course we’ll work through Natural’s API for natural language processing in JavaScript. We’ll look at how to process text: learning how to break up language strings, find the word roots, work with inflectors, find sequences of words, and tag parts…

• egghead.io
• 39 minutes
• On-Demand
• Paid Course

Processing Text with R Essential Training

31 ratings at LinkedIn Learning

Learn key techniques for cleansing and processing text in R, and discover how to convert text to a form that's ready for analytics and predictions.

• LinkedIn Learning
• On-Demand
• Free Trial Available

Build the basic language models in Python. From spam filters to ChatGPT, computer and AI systems have to work with language models all the time. In this course, you will learn how to build and work with the most common language models in data science, in…

• Codecademy
• 4 hours
• On-Demand
• Free Trial Available

Feature Engineering for NLP in Python

11 ratings at DataCamp

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Natural Language Processing

Explore natural language processing (NLP) concepts, review Text preprocessing and data cleaning, learn forward propagation and back propagation in neural networks, Word Embedding using Keras and deep learning with examples

• YouTube
• 10 hours
• On-Demand
• Free Online Course

IEEE

Side-Channel Attacks on Shared Search Indexes

Explore side-channel attacks on shared search indexes with IEEE's concise material. Learn about their existence, how to exploit them, and potential countermeasures.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Text Analytics Crash Course with R

Learn to analyze text data using machine learning models with Data Science Dojo's 6-hour program. Gain insights into data pipelines, model optimization, and data visualization.

• YouTube
• 6 hours 9 minutes
• On-Demand
• Free Online Course

Great Learning

Machine Learning Applications

Master machine learning applications like text mining with Great Learning's online program. Gain a solid understanding of foundational concepts in just 1-2 hours.

• YouTube
• 1 hour 56 minutes
• On-Demand
• Free Online Course

Julia Silge

Topic Modeling with R and Tidy Data Principles

Learn to train a topic model in R using tidytext and stm packages with Julia Silge, using Sherlock Holmes stories. Less than 1-hour workload.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

James Briggs

SPLADE - The First Search Model to Beat BM25

Explore the world of AI-powered search with James Briggs. Learn about sparse and dense vector search, and the innovative SPLADE model. Less than 1-hour commitment.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

James Briggs

Vector-Based Methods for Similarity Search - TF-IDF, BM25, SBERT

Learn vector similarity search techniques in AI with James Briggs. Understand TF-IDF, BM25, and Sentence-BERT in less than an hour.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

Data Science Dojo

Introduction to Text Analytics with R - Pre-Processing Our Test Data

Learn to pre-process unseen textual data, perform SVD projections, and evaluate model effectiveness with Data Science Dojo in under an hour.

• YouTube
• 27 minutes
• On-Demand
• Free Online Course