YSDA course in Natural Language Processing - FREE Online Course

Title: YSDA course in Natural Language Processing Link: YSDA course in Natural Language Processing Description: - week01 Embeddings. - week02 Text classification. - week03 Language Models. - week04 Seq2seq/Attention. - week05 Structured Learning. - week06 Expectation-Maximization. - week07 Machine translation. - week08 Transfer learning and Multi-task learning. - week09 Domain Adaptation. - week10 Dialogue Systems. - week11 Adversarial learning & Latent Variables for NLP. Details: Language(s): English Resource Type: Online Course Audience: All Category: Artificial Intelligence Learning Step or Phase: Concepts Need a GPU Server for your personal, professional or business AI/DL/ML related projects? Continue reading

A Course in Machine Learning - Free Online Copy - Book

Title: A Course in Machine Learning - Free Online Copy Link: A Course in Machine Learning - Free Online Copy Description: Machine learning is the study of algorithms that learn from data and experience. It is applied in a vast variety of application areas, from medicine to advertising, from military to pedestrian. Any area in which you need to make sense of data is a potential consumer of machine learning. Continue reading

Cutting Edge Deep Learning For Coders, Part 2 - FREE Online Course

Title: Cutting Edge Deep Learning For Coders, Part 2 Link: Cutting Edge Deep Learning For Coders, Part 2 Description: Welcome to the new 2018 edition of fast.ai second 7 week course, Cutting Edge Deep Learning For Coders, Part 2, where you will learn the latest developments in deep learning, how to read and implement new academic papers, and how to solve challenging end-to-end problems such as natural language translation. You will develop a deep understanding of neural network foundations, the most important recent advances in the fields, and how to implement them in the world fastest deep learning libraries, fastai and pytorch. Continue reading

@MIT Deep Learning Basics: Introduction and Overview - Video

Title: @MIT Deep Learning Basics: Introduction and Overview Link: @MIT Deep Learning Basics: Introduction and Overview Description: An introductory lecture for MIT course 6.S094 on the basics of deep learning including a few key ideas, subfields, and the big picture of why neural networks have inspired and energized an entire new generation of researchers. For more lecture videos on deep learning, reinforcement learning (RL), artificial intelligence (AI & AGI), and podcast conversations, visit our website or follow TensorFlow code tutorials on our GitHub repo. Continue reading

Show and Tell: Explain Machine Learning to Me Like I am Five - By @techgirl1908 - Video

Title: Show and Tell: Explain Machine Learning to Me Like I am Five - By @techgirl1908 Link: Show and Tell: Explain Machine Learning to Me Like I am Five - By @techgirl1908 Description: For many, Machine Learning and AI are nothing more than buzz words. However, machine learning is a realized form of AI that is currently being utilized by top tech companies in products that we use every day. Continue reading

Changelog Practical AI Podcast @changelog - Podcast

Title: Changelog Practical AI Podcast @changelog Link: Changelog Practical AI Podcast @changelog Description: Making artificial intelligence practical, productive, and accessible to everyone. Details: Language(s): English Resource Type: Podcast Audience: Developers Category: Artificial Intelligence Learning Step or Phase: Concepts Need a GPU Server for your personal, professional or business AI/DL/ML related projects? Use the Servers Comparison Engine to easily find the best offers that fit your needs. Compare offers from different providers in one platform. Continue reading

Machine Learning Free Course (4 hours - 19 lessons) by @kaggle - FREE Online Course

Title: Machine Learning Free Course (4 hours - 19 lessons) by @kaggle Link: Machine Learning Free Course (4 hours - 19 lessons) by @kaggle Description: Machine learning is the hoteest field in data science, and this track will get you started quickly. Machine Learning, a free course (4 hours - 19 lessons). Faster Data Science Education. Practical data skills you can apply immediately: that is what you will learn in these free micro-courses. Continue reading