Natural Language Processing (NLP) Courses and Certifications

Process and translate text with Azure AI Services

Process and translate text with Azure Cognitive Services

• Microsoft Learn
• 1 hour 45 minutes
• Self-Paced
• Free Online Course

PyTorch Fundamentals

Learn the fundamentals of deep learning with PyTorch! This beginner friendly learning path will introduce key concepts to building machine learning models in multiple domains include speech, vision, and natural language processing.

• Microsoft Learn
• 2 hours 33 minutes
• Self-Paced
• Free Online Course

TensorFlow fundamentals

Learn the fundamentals of deep learning with TensorFlow! This beginner friendly learning path will introduce key concepts to building machine learning models.

• Microsoft Learn
• 4 hours 35 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Building the Smartest and Open Virtual Assistant to Protect Privacy - Monica Lam

1 rating

Virtual assistants, providing a voice interface to web services and IoTs, can potentially develop into monopolistic platforms that threaten consumer privacy and open competition. This talk presents Almond as an open-source alternative.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Online Course

Agentic AI: A Progression of Language Model Usage

1 rating

Explore the evolution of language models and agentic AI, covering key patterns like reflection, planning, and tool usage while learning practical applications and limitations of these advanced systems.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

University College London;  DeepMind

Deep Learning Lecture Series

2 ratings

Comprehensive lecture series covering key deep learning topics, from fundamentals to advanced concepts, including neural networks, computer vision, NLP, and ethical considerations.

• YouTube
• 18 hours
• Self-Paced
• Free Video

Stanford Seminar - Enabling NLP, Machine Learning, and Few-Shot Learning Using Associative Processing

Explore associative processing for machine learning and NLP, enabling massive parallel data processing and in-memory computing for improved efficiency in various AI applications.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Aligning Open Language Models - Stanford CS25 Lecture

Explore the evolution of open language models, covering key techniques, datasets, and models like Alpaca and QLoRA. Gain insights into the future of aligning these models for easier use.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Me-LLaMA - Medical Foundation Large Language Models for Comprehensive Text Analysis and Beyond

Discover how Me-LLaMA, a suite of medical language models trained on vast biomedical datasets, outperforms existing LLMs in medical text analysis tasks, advancing healthcare AI applications through improved accuracy and accessibility.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Understanding Social Media's Role in Mental Health: Causal Perspectives and Interdisciplinary Pathways

Explore the complex relationship between social media and mental health through cutting-edge research, examining causal perspectives and discovering how digital platforms impact psychological well-being.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Learning the Structure of EHR with Graph Convolutional Transformer - Edward Choi

Explore graph convolutional transformers for learning EHR structure, combining graph convolution and self-attention for supervised prediction tasks in healthcare analytics and representation learning.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

From Large Language Models to Large Multimodal Models - Stanford CS25 - Lecture 4

Explore the evolution from large language models to multimodal AI, focusing on CogVLM and CogAgent. Learn about integrating visual perception with language capabilities and future research directions.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• Free Video

How You Can Use ChatGPT to Increase Your Creative Output

Explore practical applications of ChatGPT for enhancing creativity and innovation in various professional fields through real-world examples and in-tool demonstrations.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

How I Learned to Stop Worrying and Love the Transformer - Stanford CS25 Lecture

Explore the Transformer's evolution and future directions with Ashish Vaswani, co-author of "Attention is All You Need". Gain insights into motivations, developments, and promising research areas in AI and NLP.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Retrieval Augmented Language Models - Stanford CS25 Lecture

Explore retrieval augmentation in language models: benefits, recent advancements, and open questions. Gain insights into addressing shortcomings and enhancing AI capabilities.

• YouTube
• 1 hour 19 minutes
• Self-Paced
• Free Video