Free online
Learn Word Embeddings online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
IBM
Build job-ready skills in NLP based applications using GPT and BERT in just 2 weeks! Add sought-after skills employers are looking for to your resume and power up your AI career.
DeepLearning.AI
In Course 3 of the Natural Language Processing Specialization, you will: a) Train a neural network with word embeddings to perform sentiment analysis of tweets, b) Generate synthetic Shakespeare text using a Gated Recurrent Unit (GRU) language model, c) Train a recurrent neural network to perform n…
IBM
A short hands-on project: Deep Learning, Embeddings, Generative AI.
IBM
A short hands-on project: NLP, Python.
Northeastern University
This course provides an overview of some different Natural Language Processing (NLP) techniques, their underlying principles, and their applications in engineering. The focus will be on the practical implementation of NLP methods such as word embeddings, neural networks, attention mechanisms, and a…
University of Canterbury
Extend your knowledge of the core techniques of computational linguistics by working through case-studies and visualizing their results.
Udacity
Ready to build production-grade AI? This program equips developers to deploy reliable generative AI solutions. We'll move past theory and focus on the proven implementation patterns you need. You'll master production essentials like model selection, cost estimation, and reliable prompt engineering…
Udacity
Learn how computers process and understand image data, then harness the power of the latest Generative AI models to create new images.
Udacity
This course covers the fundamentals and applications of sequence modeling. The course begins with an overview of sequence models and their significance, followed by hands-on lessons to tokenize text and develop embeddings using PyTorch. Participants will explore recurrent neural networks (RNNs) and…
Udacity
Build foundational skills in deep learning by designing and training neural networks to solve complex real-world problems. You’ll begin with the essentials of neural networks, advancing to specialized architectures like Convolutional and Recurrent Neural Networks, along with Transformers, Generativ…
Udacity
Develop a strong foundation in Python programming for AI, utilizing tools like NumPy, pandas, and Matplotlib for data analysis and visualization. Learn how to use, build, and train machine learning models with popular Python libraries. Implement neural networks using PyTorch. Gain practical experie…
Udacity
Learn advanced NLP methods including word embeddings, topic modeling, sentiment analysis, and attention-based RNNs. Apply these skills to design, train, and implement a machine translation system from start to finish.
