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Learn Natural Language Processing online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
Great Learning
This free text classification in nlp course is built for analytics, data science, and business learners who want the topic explained with context and usable examples. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work toge…
Great Learning
This free sentiment analysis using Python course helps learners learn everything from scratch. First, you will go through what Machine Learning is and its categories. You will dive into supervised and unsupervised Machine Learning and understand its various categories. You will then get introduced…
Microsoft
Explore complementary strategies to optimize generative AI model performance, including prompt engineering, system messages, model parameters, Retrieval Augmented Generation (RAG), and fine-tuning. Learn when to use each strategy and how to combine them.
Delft University of Technology
Learn about the implementation and practical aspects of Artificial Intelligence and how to write a plan for applying AI in your own organization in a step-by-step manner.
IBM
Become proficient with tensor operations in PyTorch. Learn how to build and train linear regression models from scratch, apply logistic regression for classification tasks, and handle data efficiently while optimizing models using gradient descent techniques.
Microsoft
Imagine AI apps and agents that you can talk to. Explore the concepts behind AI speech, including speech recognition and synthesis.
Arm Education
****This course will provide you with the hands-on experience you’ll need to create innovative machine learning applications using ubiquitous Arm-based microcontrollers.
DeepLearning.AI
If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In Course 3 of the DeepLearning…
Duke University
This course provides a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) and demonstrates how they can solve complex problems in various industries, from medical diagnostics to image…
DeepLearning.AI
In Course 1 of the Natural Language Processing Specialization, you will: a) Perform sentiment analysis of tweets using logistic regression and then naïve Bayes, b) Use vector space models to discover relationships between words and use PCA to reduce the dimensionality of the vector space and visual…
Microsoft
The course introduces technical professionals to core AI concepts, machine learning fundamentals, and the application of Azure AI services to build intelligent solutions.
Great Learning
Learn NLP and text summarization with GPT-5 refined prompts, enabling accurate, coherent, and context-aware language analysis for practical applications. In this course, we'll take you on a journey to learn NLP application using the power of ChatGPT. First, we'll provide you with a comprehensive in…
Johns Hopkins University
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.
IBM
A short hands-on project: AI Model, Caikit, HuggingFace.
IBM
A short hands-on project: Artificial Intelligence, Browser Extension, Embeddable AI.
IBM
This course focuses on the core concepts and models of generative AI, including deep learning and large language models. It covers the concept of foundation models and the capabilities of pre-trained models and platforms for AI application development.
Microsoft
Learn the full GenAIOps lifecycle for generative AI applications, from planning and prompt management to evaluation, automated testing, monitoring, and tracing in production.
Microsoft
Learn how to develop AI agents on Azure using the Microsoft Foundry Agent Service and Microsoft Agent Framework. AI-3026
IBM
A short hands-on project: Embeddable AI, Machine Learning, NLP.
Great Learning
Portfolio-minded beginners often need an AI and ML projects course that turns broad concepts into visible use cases. This free course introduces project-led learning through face recognition with Python, emotion detection, Twitter sentiment analysis, gender identification from photos, fake news det…
