Natural language processing (NLP) refers to the branch of computer science—and more specifically, the branch of artificial intelligence or AI—concerned with giving computers the ability to understand text and spoken words in much the same way human beings can. NLP combines computational linguistics—rule-based modeling of human language—with statistical, machine learning, and deep learning models. Together, these technologies enable computers to process human language in the form of text or voice data and to ‘understand’ its full meaning, complete with the speaker or writer’s intent and sentiment.
What you'll learn
- Python
- Machine Learning
- Neural Networks
- Deep Learning
- Natural Language Processing
Requirements
- Desktop/ Laptop
- Internet connectivity min 2 Mbps
Target Audience
- NLP Engineer
- Machine Learning Engineer
- Data Scientist
- Data Engineer
- Software Developer
- What is Natural Language Processing
- hands-on demonstrations. Ambiguity and uncertainty in language.
- Regular Expressions
- TextBlob, LNTK
- DialogFlow, RAS
- Programming in Python
- String Edit Distance and Alignment
- Context Free Grammars
The Pre - Learning course is all about learning and implementing Python from scratch. So, no prior expertise is required in this learning period.
The lectures will be recorded and all of them will be available online at the website.
Anyone, regardless of their field of study, can apply. We do, however, expect you to have a strong interest in the domain and determination throughout the learning period..
