Bag of Words Courses and Certifications

Text Mining with Bag-of-Words in R

Learn the bag of words technique for text mining with R.

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

Text Mining in R

Discover text mining in R and learn how to extract exciting insights from tweets, product reviews, and books through sentiment analysis in R.

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

Natural Language Processing (NLP) in Python

Master text analysis with essential NLP techniques from preprocessing to advanced transformer models.

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

Microcredential

Text Classification with Natural Language Processing

23 ratings at CodeSignal

Master text classification techniques from data preparation to advanced modeling, including feature engineering, algorithm implementation, and deep learning optimization with TensorFlow.

• CodeSignal
• 21 hours
• On-Demand
• Free Certificate
• 4 courses

Text Representation Techniques for RAG Systems

Explore essential text representation techniques for RAG systems, from Bag-of-Words to embeddings, and learn how to visualize and compare these methods for effective document retrieval and semantic search.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Foundations of NLP Data Processing

Master text cleaning, vectorization techniques (TF-IDF, embeddings), modern tokenization, and scalable data pipelines for NLP and LLMs through hands-on practice.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Text Representation Techniques for RAG Systems

Master practical text representation methods for RAG systems, from Bag-of-Words to semantic embeddings, with hands-on JavaScript implementation and performance comparison techniques.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Text Representation Techniques for RAG Systems with Java

Master text representation techniques for RAG systems using Java, from Bag-of-Words to embeddings, with hands-on implementation of semantic search and t-SNE visualization.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Text Representation Techniques for RAG Systems with Rust

Explore text representation methods for RAG systems using Rust, from Bag-of-Words to embeddings, with hands-on implementation and visualization techniques for semantic search.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Feature Engineering for Text Classification

1 review

Master text classification techniques through hands-on practice with tokenization, Bag-of-Words, TF-IDF, sparse matrices, and dimensionality reduction for effective natural language processing applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Meaningful Predictive Modeling

49 ratings at Coursera

Evaluate and compare predictive models using diagnostic techniques and performance measures. Learn to implement training/validation/test pipelines for robust model generalization.

• Coursera
• 8 hours 33 minutes
• On-Demand
• Paid Course

Text Mining & NLP

37 ratings at Udemy

Master text mining and NLP techniques including Named Entity Recognition, sentiment analysis, TF-IDF, word embeddings, and text classification to extract valuable insights from unstructured data.

• Udemy
• 16 hours 19 minutes
• On-Demand
• Paid Course

Edureka

Natural Language Processing Essentials

Discover NLP fundamentals through hands-on Python programming, covering text preprocessing, feature extraction, and building models for classification and entity recognition.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Packt

Introduction to NLP and Syntactic Processing

Master NLP fundamentals, from text encoding to advanced syntactic processing. Apply techniques like RegEx, lexical analysis, and probabilistic parsing to real-world projects, enhancing your ability to process and analyze natural language.

• Coursera
• 13 hours 38 minutes
• On-Demand
• Paid Course

Packt Microcredential

Applied NLP and Generative AI

Master practical NLP and Generative AI skills using Python, from text preprocessing to transformer fine-tuning and deploying real-world applications like chatbots.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses