Text Classification Courses and Certifications

Master text classification using PyTorch neural networks and fine-tune BERT transformers for movie review sentiment analysis with transfer learning optimization techniques.

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

Discover AI

SetFit and SBERT: Zero-Shot Classification with Synthetic Data Sets - Part 47

Discover how to leverage SetFit and SBERT for zero-shot classification by creating and utilizing synthetic data, enhancing performance in both zero-shot and few-shot scenarios.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Python Tutorials for Digital Humanities

Topic Modeling and Text Classification with Python for Digital Humanities

Discover topic modeling and text classification techniques using Python libraries like Scikit-Learn, Gensim, and spaCy for digital humanities research and analysis.

• YouTube
• 3 hours 58 minutes
• On-Demand
• Free Video

Databricks

Leveraging LLMs for Email Processing in Customer Centres

Explore how LLMs revolutionize email processing in customer centers, enhancing classification, summarization, and response generation while seamlessly integrating with existing workflows.

• YouTube
• 44 minutes
• On-Demand
• Free Video

Shaw Talebi

Text Embeddings, Classification, and Semantic Search with Python Code

Explore text embeddings for classification and semantic search with Python. Learn to transform text into computable vectors for powerful NLP applications.

• YouTube
• 25 minutes
• On-Demand
• Free Video

Applied Text Mining in Python

3824 ratings at Coursera

Learn text mining and manipulation in Python, covering NLTK, regex, text cleaning, classification, and topic modeling for advanced document analysis.

• Coursera
• 1 day 1 hour 16 minutes
• On-Demand
• Paid Course

Deep Learning for Text with PyTorch

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

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

Transformer Models and BERT Model with Google Cloud

Dive into Transformer architecture and BERT fundamentals for modern NLP, covering self-attention mechanisms, text classification, and question-answering applications.

• Udacity
• 1 hour
• On-Demand
• Free Online Course

Spoken Language Processing in Python

Learn how to load, transform, and transcribe speech from raw audio files in Python.

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

Developing Large Language Models

Learn to develop large language models (LLMs) with PyTorch and Hugging Face, using the latest deep learning and NLP techniques.

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

Introduction to Generative AI in Snowflake

Learn to build AI applications using Snowflake Cortex's built-in LLM functions for text analysis, generation, and multi-step workflows.

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

Develop AI-powered applications with Snowflake. Master data management and generative AI to create intelligent solutions in the cloud.

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

Llama Fundamentals

Experiment with Llama 3 to run inference on pre-trained models, fine-tune them on custom datasets, and optimize performance.

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

Working with DeepSeek in Python

Discover what all of the DeepSeek hype was really about! Build applications using DeepSeek's R1 and V3 models.

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

Graham Neubig

CMU Multilingual NLP 2020 - Advanced Text Classification-Labeling

Explore advanced text classification and sequence labeling methods, including subword models, unsupervised training, and structured prediction for multilingual NLP applications.

• YouTube
• 50 minutes
• On-Demand
• Free Video