This virtual mini-bootcamp is for Data Science professionals who want a deeper understanding of the rapidly evolving field of Natural Language Processing.
Natural language processing (NLP) is one of the most important technologies in data science, one of the top branches of machine learning and artificial intelligence (AI), and has abundant job prospects. Applications of NLP are everywhere communication is handled mostly by language: web searches, AI-based customer service, emails, advertising, language translation, medical reports, plus many more. In this two-week bootcamp, learners will gain a thorough introduction to cutting-edge research in NLP and artificial intelligence. Through lectures, assignments and a project, learners will learn the necessary skills to design, implement, and understand their own NLP models.
The following topics will be covered:
- Text classification
- Regular expressions
- Preprocessing of text
- Language models
- Sequence tagging
- Named entity recognition
- Vector space language models
- Word embedding
- Sentiment analysis
- Topic modeling
- Deep learning, artificial intelligence, and text generation
Pre-requisites: This is an advanced data science course. Fundamental data science knowledge and experience is required. Please inquire for more information if you’re not sure whether this is right for you.
Schedule
Dates: Fridays, May 7 – June 25, 2021
Times: 8am-5pm
Registration Deadline: May 3, 2021
Cost
The total tuition is $1,999
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Instructor
Cliff Lewis received his Ph.D. in Physics with specialization in Chaos Theory from the University of California, San Diego. He held the position of Assistant Vice President at Science Applications International Corporation where he managed data-intensive technology programs for the DoD and DHS in the areas of biotechnology, 3-D tomography, data science, and signal processing. He started Think Tank Analytics in 2011 and provides clients with successful product development in many different areas of data science, including Wearables and Personalized medicine, Predictive Analytics, Fitness Analytics, and Data-Intensive Mobile App Development for smartphones. Cliff has been the Lead Instructor for the Deep Dive Data Science bootcamp since January 2020.
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